diff --git a/src/lib/app-types.ts b/src/lib/app-types.ts
index 4baefea..37ae135 100644
--- a/src/lib/app-types.ts
+++ b/src/lib/app-types.ts
@@ -25,6 +25,7 @@ export interface Paper {
 		name: string;
 		link: string;
 	}[];
+	doi: string | null;
 }
 
 export interface SmallPerson {
diff --git a/src/routes/bibtex/[slug]/+page.svelte b/src/routes/bibtex/[slug]/+page.svelte
index 316f0f9..945ab03 100644
--- a/src/routes/bibtex/[slug]/+page.svelte
+++ b/src/routes/bibtex/[slug]/+page.svelte
@@ -30,7 +30,8 @@
 			bibtex_attr('pages', pages),
 			bibtex_attr('publisher', p.publisher),
 			bibtex_attr('location', p.location),
-			bibtex_attr('url', HOST_URL + 'papers/' + p.web_name)
+			bibtex_attr('url', HOST_URL + 'papers/' + p.web_name),
+			bibtex_attr('doi', p.doi)
 		].filter((x) => x);
 		return `@${type}{${p.year}-${p.web_name},
 ${fields.join(',\n')}
diff --git a/static/papers/adept.json b/static/papers/adept.json
index 37673fc..0e5cb93 100644
--- a/static/papers/adept.json
+++ b/static/papers/adept.json
@@ -41,5 +41,6 @@
       "link": "http://vis.stanford.edu/projects/adept"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1136/amiajnl-2012-001110"
 }
\ No newline at end of file
diff --git a/static/papers/agency-automation.json b/static/papers/agency-automation.json
index 46b9742..27fea94 100644
--- a/static/papers/agency-automation.json
+++ b/static/papers/agency-automation.json
@@ -34,5 +34,6 @@
   ],
   "tags": [
     "recommendation"
-  ]
+  ],
+  "doi": "https://doi.org/10.1073/pnas.1807184115"
 }
\ No newline at end of file
diff --git a/static/papers/ai-chains.json b/static/papers/ai-chains.json
index f8e3073..0556f41 100644
--- a/static/papers/ai-chains.json
+++ b/static/papers/ai-chains.json
@@ -35,5 +35,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3491102.3517582"
 }
\ No newline at end of file
diff --git a/static/papers/ai-explanations-team-performance.json b/static/papers/ai-explanations-team-performance.json
index 55a01e9..19f3c02 100644
--- a/static/papers/ai-explanations-team-performance.json
+++ b/static/papers/ai-explanations-team-performance.json
@@ -1,5 +1,5 @@
 {
-  "title": "Does the Whole Exceed its Parts? The Efect of AI Explanations\non Complementary Team Performance",
+  "title": "Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance",
   "year": 2021,
   "start_page": null,
   "end_page": null,
@@ -66,5 +66,6 @@
       "link": "https://www.youtube.com/watch?v=0k7FgDUIGjs"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3411764.3445717"
 }
\ No newline at end of file
diff --git a/static/papers/ai-wiz.json b/static/papers/ai-wiz.json
index 5512e1f..9710f62 100644
--- a/static/papers/ai-wiz.json
+++ b/static/papers/ai-wiz.json
@@ -52,5 +52,6 @@
       "link": "https://osf.io/9x8bj/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.48550/arXiv.2309.10108"
 }
\ No newline at end of file
diff --git a/static/papers/all-together-now.json b/static/papers/all-together-now.json
index 64172ca..bfacc68 100644
--- a/static/papers/all-together-now.json
+++ b/static/papers/all-together-now.json
@@ -31,5 +31,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/985921.986000"
 }
\ No newline at end of file
diff --git a/static/papers/altair.json b/static/papers/altair.json
index bfef2d7..7212a95 100644
--- a/static/papers/altair.json
+++ b/static/papers/altair.json
@@ -78,5 +78,6 @@
   ],
   "tags": [
     "vega"
-  ]
+  ],
+  "doi": "https://doi.org/10.21105/joss.01057"
 }
\ No newline at end of file
diff --git a/static/papers/analysis-decision-points.json b/static/papers/analysis-decision-points.json
index f4d43e0..6f8c5d5 100644
--- a/static/papers/analysis-decision-points.json
+++ b/static/papers/analysis-decision-points.json
@@ -42,5 +42,6 @@
       "link": "https://osf.io/m5cph/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3313831.3376533"
 }
\ No newline at end of file
diff --git a/static/papers/analysis-social-topologies.json b/static/papers/analysis-social-topologies.json
index 30894b6..0ea8231 100644
--- a/static/papers/analysis-social-topologies.json
+++ b/static/papers/analysis-social-topologies.json
@@ -57,5 +57,6 @@
       "link": "http://github.com/mobisocial/groupgenie-algo/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": null
 }
\ No newline at end of file
diff --git a/static/papers/animated-aggregate-operations.json b/static/papers/animated-aggregate-operations.json
index 80edebb..b29be4c 100644
--- a/static/papers/animated-aggregate-operations.json
+++ b/static/papers/animated-aggregate-operations.json
@@ -42,5 +42,6 @@
       "link": "https://github.com/uwdata/aggregate-animation-data"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.13709"
 }
\ No newline at end of file
diff --git a/static/papers/animated-transitions.json b/static/papers/animated-transitions.json
index 784abd8..782a616 100644
--- a/static/papers/animated-transitions.json
+++ b/static/papers/animated-transitions.json
@@ -36,5 +36,6 @@
       "link": "http://vimeo.com/19278444"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2007.70539"
 }
\ No newline at end of file
diff --git a/static/papers/arclength-banking.json b/static/papers/arclength-banking.json
index 2e36517..c52a3cc 100644
--- a/static/papers/arclength-banking.json
+++ b/static/papers/arclength-banking.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2011.167"
 }
\ No newline at end of file
diff --git a/static/papers/balancing-exertion-experiences.json b/static/papers/balancing-exertion-experiences.json
index 60a175b..66df4d5 100644
--- a/static/papers/balancing-exertion-experiences.json
+++ b/static/papers/balancing-exertion-experiences.json
@@ -51,5 +51,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2207676.2208322"
 }
\ No newline at end of file
diff --git a/static/papers/banking.json b/static/papers/banking.json
index eb253c8..ac78b00 100644
--- a/static/papers/banking.json
+++ b/static/papers/banking.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2006.163"
 }
\ No newline at end of file
diff --git a/static/papers/bayesian-cognition-vis.json b/static/papers/bayesian-cognition-vis.json
index 7456deb..4910a74 100644
--- a/static/papers/bayesian-cognition-vis.json
+++ b/static/papers/bayesian-cognition-vis.json
@@ -40,5 +40,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3290605.3300912"
 }
\ No newline at end of file
diff --git a/static/papers/beyond-webers-law.json b/static/papers/beyond-webers-law.json
index c0c393f..4dd3459 100644
--- a/static/papers/beyond-webers-law.json
+++ b/static/papers/beyond-webers-law.json
@@ -36,5 +36,6 @@
       "link": "http://github.com/mjskay/ranking-correlation"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2015.2467671"
 }
\ No newline at end of file
diff --git a/static/papers/bigdawg-demo.json b/static/papers/bigdawg-demo.json
index 92b6067..b9db1f0 100644
--- a/static/papers/bigdawg-demo.json
+++ b/static/papers/bigdawg-demo.json
@@ -96,5 +96,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "http://www.vldb.org/pvldb/vol8/p1908-Elmore.pdf"
 }
\ No newline at end of file
diff --git a/static/papers/blackhatvis.json b/static/papers/blackhatvis.json
index 6664038..5308fe5 100644
--- a/static/papers/blackhatvis.json
+++ b/static/papers/blackhatvis.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": null
 }
\ No newline at end of file
diff --git a/static/papers/boba.json b/static/papers/boba.json
index 55bf02f..5819485 100644
--- a/static/papers/boba.json
+++ b/static/papers/boba.json
@@ -51,5 +51,6 @@
       "link": "https://github.com/uwdata/boba"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2020.3028985"
 }
\ No newline at end of file
diff --git a/static/papers/bodydiagrams.json b/static/papers/bodydiagrams.json
index 065db0c..78a171a 100644
--- a/static/papers/bodydiagrams.json
+++ b/static/papers/bodydiagrams.json
@@ -41,5 +41,6 @@
       "link": "http://vimeo.com/93181322"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2556288.2557223"
 }
\ No newline at end of file
diff --git a/static/papers/causal-support.json b/static/papers/causal-support.json
index 5d48ce2..83689f9 100644
--- a/static/papers/causal-support.json
+++ b/static/papers/causal-support.json
@@ -49,5 +49,6 @@
       "link": "https://osf.io/y46nw"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2021.3114824"
 }
\ No newline at end of file
diff --git a/static/papers/check-list.json b/static/papers/check-list.json
index 98b17f8..8569133 100644
--- a/static/papers/check-list.json
+++ b/static/papers/check-list.json
@@ -47,5 +47,6 @@
       "link": "https://github.com/marcotcr/checklist"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.18653/v1/2020.acl-main.442"
 }
\ No newline at end of file
diff --git a/static/papers/colony-life-history.json b/static/papers/colony-life-history.json
index fc6c058..eccf66d 100644
--- a/static/papers/colony-life-history.json
+++ b/static/papers/colony-life-history.json
@@ -44,5 +44,6 @@
       "link": "http://onlinelibrary.wiley.com/doi/10.1111/1365-2656.12036/abstract"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/1365-2656.12036"
 }
\ No newline at end of file
diff --git a/static/papers/color-names.json b/static/papers/color-names.json
index 5192ddd..a64e072 100644
--- a/static/papers/color-names.json
+++ b/static/papers/color-names.json
@@ -42,5 +42,6 @@
       "link": "http://idl.cs.washington.edu/files/2008-ColorNames-CIC-Talk.pdf"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.2352/CIC.2008.16.1.art00002"
 }
\ No newline at end of file
diff --git a/static/papers/color-naming-models.json b/static/papers/color-naming-models.json
index 81b2ebd..a5b6ae6 100644
--- a/static/papers/color-naming-models.json
+++ b/static/papers/color-naming-models.json
@@ -41,5 +41,6 @@
       "link": "http://github.com/StanfordHCI/c3"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2207676.2208547"
 }
\ No newline at end of file
diff --git a/static/papers/color-themes.json b/static/papers/color-themes.json
index 8fdbca3..7377992 100644
--- a/static/papers/color-themes.json
+++ b/static/papers/color-themes.json
@@ -37,5 +37,6 @@
       "link": "https://github.com/sharondl/color-themes"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2470654.2466424"
 }
\ No newline at end of file
diff --git a/static/papers/comm-interactive-articles.json b/static/papers/comm-interactive-articles.json
index 9b8f1ed..dbaacb9 100644
--- a/static/papers/comm-interactive-articles.json
+++ b/static/papers/comm-interactive-articles.json
@@ -49,5 +49,6 @@
   ],
   "tags": [
     "communication"
-  ]
+  ],
+  "doi": "https://doi.org/10.23915/distill.00028"
 }
\ No newline at end of file
diff --git a/static/papers/comment-data-vis-blog.json b/static/papers/comment-data-vis-blog.json
index 54769b9..8db17ee 100644
--- a/static/papers/comment-data-vis-blog.json
+++ b/static/papers/comment-data-vis-blog.json
@@ -39,5 +39,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2675133.2675207"
 }
\ No newline at end of file
diff --git a/static/papers/commentspace.json b/static/papers/commentspace.json
index 84a8974..5e9dd37 100644
--- a/static/papers/commentspace.json
+++ b/static/papers/commentspace.json
@@ -51,5 +51,6 @@
       "link": "http://www.commentspace.net/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1978942.1979407"
 }
\ No newline at end of file
diff --git a/static/papers/compassql.json b/static/papers/compassql.json
index 5932847..846ebc3 100644
--- a/static/papers/compassql.json
+++ b/static/papers/compassql.json
@@ -58,5 +58,6 @@
   ],
   "tags": [
     "recommendation"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/2939502.2939506"
 }
\ No newline at end of file
diff --git a/static/papers/concrete-reexpression.json b/static/papers/concrete-reexpression.json
index 75f7d8f..a0e080e 100644
--- a/static/papers/concrete-reexpression.json
+++ b/static/papers/concrete-reexpression.json
@@ -45,5 +45,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3173574.3173608"
 }
\ No newline at end of file
diff --git a/static/papers/consistency.json b/static/papers/consistency.json
index 057e30e..271fcbd 100644
--- a/static/papers/consistency.json
+++ b/static/papers/consistency.json
@@ -31,5 +31,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2017.2744198"
 }
\ No newline at end of file
diff --git a/static/papers/coral.json b/static/papers/coral.json
index e7dce21..68537d9 100644
--- a/static/papers/coral.json
+++ b/static/papers/coral.json
@@ -45,5 +45,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1140/epjds/s13688-022-00327-9"
 }
\ No newline at end of file
diff --git a/static/papers/crowd-analytics.json b/static/papers/crowd-analytics.json
index 3189d0a..d6eda1f 100644
--- a/static/papers/crowd-analytics.json
+++ b/static/papers/crowd-analytics.json
@@ -42,5 +42,6 @@
       "link": "http://vimeo.com/36378130"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2207676.2207709"
 }
\ No newline at end of file
diff --git a/static/papers/crowd-parting.json b/static/papers/crowd-parting.json
index 6bcefdb..334a8ce 100644
--- a/static/papers/crowd-parting.json
+++ b/static/papers/crowd-parting.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2818048.2820016"
 }
\ No newline at end of file
diff --git a/static/papers/crowdsourcing-graphical-perception.json b/static/papers/crowdsourcing-graphical-perception.json
index 76b35e1..733fddc 100644
--- a/static/papers/crowdsourcing-graphical-perception.json
+++ b/static/papers/crowdsourcing-graphical-perception.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1753326.1753357"
 }
\ No newline at end of file
diff --git a/static/papers/d3.json b/static/papers/d3.json
index ab66a01..fba3c80 100644
--- a/static/papers/d3.json
+++ b/static/papers/d3.json
@@ -46,5 +46,6 @@
       "link": "http://vimeo.com/29862153"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2011.185"
 }
\ No newline at end of file
diff --git a/static/papers/data-wrangling.json b/static/papers/data-wrangling.json
index b4052ec..e77dcbf 100644
--- a/static/papers/data-wrangling.json
+++ b/static/papers/data-wrangling.json
@@ -64,5 +64,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1177/1473871611415994"
 }
\ No newline at end of file
diff --git a/static/papers/dense-lines.json b/static/papers/dense-lines.json
index 4caf38b..ba64855 100644
--- a/static/papers/dense-lines.json
+++ b/static/papers/dense-lines.json
@@ -37,5 +37,6 @@
       "link": "https://arxiv.org/abs/1808.06019"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "http://arxiv.org/abs/1808.06019"
 }
\ No newline at end of file
diff --git a/static/papers/design-considerations-ivj.json b/static/papers/design-considerations-ivj.json
index 0d6a289..ced3aa7 100644
--- a/static/papers/design-considerations-ivj.json
+++ b/static/papers/design-considerations-ivj.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1391107.1391112"
 }
\ No newline at end of file
diff --git a/static/papers/design-considerations-vast.json b/static/papers/design-considerations-vast.json
index a6fafc8..61c0230 100644
--- a/static/papers/design-considerations-vast.json
+++ b/static/papers/design-considerations-vast.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/VAST.2007.4389011"
 }
\ No newline at end of file
diff --git a/static/papers/design-of-senseus.json b/static/papers/design-of-senseus.json
index 189a3af..761e55a 100644
--- a/static/papers/design-of-senseus.json
+++ b/static/papers/design-of-senseus.json
@@ -32,5 +32,6 @@
       "link": "http://oreilly.com/catalog/9780596157111/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": null
 }
\ No newline at end of file
diff --git a/static/papers/designing-model-driven-vis.json b/static/papers/designing-model-driven-vis.json
index 7ac080d..1c2f18b 100644
--- a/static/papers/designing-model-driven-vis.json
+++ b/static/papers/designing-model-driven-vis.json
@@ -45,5 +45,6 @@
       "link": "http://vis.stanford.edu/dissertations"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2207676.2207738"
 }
\ No newline at end of file
diff --git a/static/papers/divi.json b/static/papers/divi.json
index 9981bab..f41aa0f 100644
--- a/static/papers/divi.json
+++ b/static/papers/divi.json
@@ -37,5 +37,6 @@
       "link": "https://uwdata.github.io/DIVI/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2023.3327172"
 }
\ No newline at end of file
diff --git a/static/papers/divided-edge-bundling.json b/static/papers/divided-edge-bundling.json
index 72f4bcd..0d89897 100644
--- a/static/papers/divided-edge-bundling.json
+++ b/static/papers/divided-edge-bundling.json
@@ -40,5 +40,6 @@
       "link": "https://github.com/davidselassie/DividedEdgeBundling"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2011.190"
 }
\ No newline at end of file
diff --git a/static/papers/doitrees-revisited.json b/static/papers/doitrees-revisited.json
index c2727ce..4b5b9ef 100644
--- a/static/papers/doitrees-revisited.json
+++ b/static/papers/doitrees-revisited.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/989863.989941"
 }
\ No newline at end of file
diff --git a/static/papers/draco.json b/static/papers/draco.json
index dff43a3..e418571 100644
--- a/static/papers/draco.json
+++ b/static/papers/draco.json
@@ -62,5 +62,6 @@
   ],
   "tags": [
     "recommendation"
-  ]
+  ],
+  "doi": "https://doi.org/10.1109/TVCG.2018.2865240"
 }
\ No newline at end of file
diff --git a/static/papers/draco2.json b/static/papers/draco2.json
index c9a08d1..7267321 100644
--- a/static/papers/draco2.json
+++ b/static/papers/draco2.json
@@ -46,5 +46,6 @@
   ],
   "tags": [
     "recommendation"
-  ]
+  ],
+  "doi": "https://doi.org/10.1109/VIS54172.2023.00042"
 }
\ No newline at end of file
diff --git a/static/papers/dziban.json b/static/papers/dziban.json
index a09f2e0..6e1078e 100644
--- a/static/papers/dziban.json
+++ b/static/papers/dziban.json
@@ -44,5 +44,6 @@
   ],
   "tags": [
     "recommendation"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/3313831.3376880"
 }
\ No newline at end of file
diff --git a/static/papers/ecology-code.json b/static/papers/ecology-code.json
index 4e52dce..44412d7 100644
--- a/static/papers/ecology-code.json
+++ b/static/papers/ecology-code.json
@@ -42,5 +42,6 @@
       "link": "http://www.sciencedirect.com/science/article/pii/S0169534715002906"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1016/j.tree.2015.11.006"
 }
\ No newline at end of file
diff --git a/static/papers/eda-goals-process.json b/static/papers/eda-goals-process.json
index 3f16058..450e3f0 100644
--- a/static/papers/eda-goals-process.json
+++ b/static/papers/eda-goals-process.json
@@ -42,5 +42,6 @@
       "link": "https://arxiv.org/abs/1911.00568"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "http://arxiv.org/abs/1911.00568"
 }
\ No newline at end of file
diff --git a/static/papers/eda-malcontents.json b/static/papers/eda-malcontents.json
index fea8b11..89e8780 100644
--- a/static/papers/eda-malcontents.json
+++ b/static/papers/eda-malcontents.json
@@ -27,5 +27,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1162/99608f92.3b3cf5be"
 }
\ No newline at end of file
diff --git a/static/papers/effect-size-judgments.json b/static/papers/effect-size-judgments.json
index 82d2974..903eeba 100644
--- a/static/papers/effect-size-judgments.json
+++ b/static/papers/effect-size-judgments.json
@@ -41,5 +41,6 @@
       "link": "https://github.com/kalealex/effect-size-jdm"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2020.3030335"
 }
\ No newline at end of file
diff --git a/static/papers/ellipsis.json b/static/papers/ellipsis.json
index 61cc5c7..d34ab15 100644
--- a/static/papers/ellipsis.json
+++ b/static/papers/ellipsis.json
@@ -49,5 +49,6 @@
       "link": "http://vimeo.com/96648854"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.12392"
 }
\ No newline at end of file
diff --git a/static/papers/engraft.json b/static/papers/engraft.json
index ec8ba84..e4a508e 100644
--- a/static/papers/engraft.json
+++ b/static/papers/engraft.json
@@ -37,5 +37,6 @@
       "link": "https://github.com/engraftdev/engraft"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3586183.3606733"
 }
\ No newline at end of file
diff --git a/static/papers/ensemblematrix.json b/static/papers/ensemblematrix.json
index e7aa92f..cf9d0c8 100644
--- a/static/papers/ensemblematrix.json
+++ b/static/papers/ensemblematrix.json
@@ -39,5 +39,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1518701.1518895"
 }
\ No newline at end of file
diff --git a/static/papers/enterprise-analysis-interviews.json b/static/papers/enterprise-analysis-interviews.json
index 2250016..818b520 100644
--- a/static/papers/enterprise-analysis-interviews.json
+++ b/static/papers/enterprise-analysis-interviews.json
@@ -41,5 +41,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2012.219"
 }
\ No newline at end of file
diff --git a/static/papers/errudite.json b/static/papers/errudite.json
index cdfd0e3..cdec726 100644
--- a/static/papers/errudite.json
+++ b/static/papers/errudite.json
@@ -51,5 +51,6 @@
       "link": "https://www.youtube.com/watch?v=Dil5i0AYyu8"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.18653/v1/p19-1073"
 }
\ No newline at end of file
diff --git a/static/papers/eval-focused-visrec.json b/static/papers/eval-focused-visrec.json
index 2291f16..d242f7b 100644
--- a/static/papers/eval-focused-visrec.json
+++ b/static/papers/eval-focused-visrec.json
@@ -65,5 +65,6 @@
       "link": "https://youtu.be/UVZUMLr98DI"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2021.3114814"
 }
\ No newline at end of file
diff --git a/static/papers/evm.json b/static/papers/evm.json
index 6792bc9..d6a946d 100644
--- a/static/papers/evm.json
+++ b/static/papers/evm.json
@@ -50,5 +50,6 @@
       "link": "https://github.com/MUCollective/evm/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2023.3326516"
 }
\ No newline at end of file
diff --git a/static/papers/explain-feedback.json b/static/papers/explain-feedback.json
index 1b301ef..44f0ea0 100644
--- a/static/papers/explain-feedback.json
+++ b/static/papers/explain-feedback.json
@@ -55,5 +55,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3313831.3376624"
 }
\ No newline at end of file
diff --git a/static/papers/explaining-the-gap.json b/static/papers/explaining-the-gap.json
index 433a922..879d84a 100644
--- a/static/papers/explaining-the-gap.json
+++ b/static/papers/explaining-the-gap.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3025453.3025592"
 }
\ No newline at end of file
diff --git a/static/papers/exploratory-visual-analysis.json b/static/papers/exploratory-visual-analysis.json
index 7399873..118788c 100644
--- a/static/papers/exploratory-visual-analysis.json
+++ b/static/papers/exploratory-visual-analysis.json
@@ -37,5 +37,6 @@
       "link": "https://github.com/leibatt/characterizing-eva-tableau"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.13678"
 }
\ No newline at end of file
diff --git a/static/papers/extracting-color-mappings.json b/static/papers/extracting-color-mappings.json
index 87a4aa5..91eff66 100644
--- a/static/papers/extracting-color-mappings.json
+++ b/static/papers/extracting-color-mappings.json
@@ -36,5 +36,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2017.2744320"
 }
\ No newline at end of file
diff --git a/static/papers/falcon.json b/static/papers/falcon.json
index d87c725..82b0e9b 100644
--- a/static/papers/falcon.json
+++ b/static/papers/falcon.json
@@ -44,5 +44,6 @@
   ],
   "tags": [
     "scalable"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/3290605.3300924"
 }
\ No newline at end of file
diff --git a/static/papers/fast-kde.json b/static/papers/fast-kde.json
index 995f10e..13dc58c 100644
--- a/static/papers/fast-kde.json
+++ b/static/papers/fast-kde.json
@@ -36,5 +36,6 @@
       "link": "https://github.com/uwdata/fast-kde-benchmarks"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/VIS49827.2021.9623323"
 }
\ No newline at end of file
diff --git a/static/papers/fast-labels.json b/static/papers/fast-labels.json
index d148fe5..0b591e5 100644
--- a/static/papers/fast-labels.json
+++ b/static/papers/fast-labels.json
@@ -47,5 +47,6 @@
       "link": "https://github.com/vega/vega/tree/master/packages/vega-label"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/VIS47514.2020.00027"
 }
\ No newline at end of file
diff --git a/static/papers/fidyll.json b/static/papers/fidyll.json
index ee37517..b807314 100644
--- a/static/papers/fidyll.json
+++ b/static/papers/fidyll.json
@@ -34,5 +34,6 @@
   "materials": [],
   "tags": [
     "communication"
-  ]
+  ],
+  "doi": "https://doi.org/10.48550/arXiv.2205.09858"
 }
\ No newline at end of file
diff --git a/static/papers/fisheye-interest-estimation.json b/static/papers/fisheye-interest-estimation.json
index 33a55c9..342330a 100644
--- a/static/papers/fisheye-interest-estimation.json
+++ b/static/papers/fisheye-interest-estimation.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/765891.766021"
 }
\ No newline at end of file
diff --git a/static/papers/flow-map-layout.json b/static/papers/flow-map-layout.json
index abf9d35..2cd4608 100644
--- a/static/papers/flow-map-layout.json
+++ b/static/papers/flow-map-layout.json
@@ -45,5 +45,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/INFVIS.2005.1532150"
 }
\ No newline at end of file
diff --git a/static/papers/food-triggers.json b/static/papers/food-triggers.json
index 1923c23..de961fb 100644
--- a/static/papers/food-triggers.json
+++ b/static/papers/food-triggers.json
@@ -48,5 +48,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2998181.2998276"
 }
\ No newline at end of file
diff --git a/static/papers/forum77.json b/static/papers/forum77.json
index f775b3d..e323c24 100644
--- a/static/papers/forum77.json
+++ b/static/papers/forum77.json
@@ -44,5 +44,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2675133.2675146"
 }
\ No newline at end of file
diff --git a/static/papers/friendster-profiles.json b/static/papers/friendster-profiles.json
index c38a088..7b3a916 100644
--- a/static/papers/friendster-profiles.json
+++ b/static/papers/friendster-profiles.json
@@ -31,5 +31,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/HICSS.2006.394"
 }
\ No newline at end of file
diff --git a/static/papers/gemini.json b/static/papers/gemini.json
index c997159..4f29861 100644
--- a/static/papers/gemini.json
+++ b/static/papers/gemini.json
@@ -41,5 +41,6 @@
       "link": "https://github.com/uwdata/gemini"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2020.3030360"
 }
\ No newline at end of file
diff --git a/static/papers/gemini2.json b/static/papers/gemini2.json
index 92d1f4b..e10dd6f 100644
--- a/static/papers/gemini2.json
+++ b/static/papers/gemini2.json
@@ -37,5 +37,6 @@
       "link": "https://github.com/uwdata/gemini"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/VIS49827.2021.9623291"
 }
\ No newline at end of file
diff --git a/static/papers/generalized-selection.json b/static/papers/generalized-selection.json
index 6086d7f..f6a5753 100644
--- a/static/papers/generalized-selection.json
+++ b/static/papers/generalized-selection.json
@@ -42,5 +42,6 @@
       "link": "http://vimeo.com/19278343"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1357054.1357203"
 }
\ No newline at end of file
diff --git a/static/papers/gothub.json b/static/papers/gothub.json
index 4ca1e17..ae9daa2 100644
--- a/static/papers/gothub.json
+++ b/static/papers/gothub.json
@@ -44,5 +44,6 @@
       "link": "http://gothub.stanford.edu"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1985441.1985476"
 }
\ No newline at end of file
diff --git a/static/papers/graphical-histories.json b/static/papers/graphical-histories.json
index d865027..c3e7074 100644
--- a/static/papers/graphical-histories.json
+++ b/static/papers/graphical-histories.json
@@ -42,5 +42,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2008.137"
 }
\ No newline at end of file
diff --git a/static/papers/graphprism.json b/static/papers/graphprism.json
index 9f1c9b1..3b3f723 100644
--- a/static/papers/graphprism.json
+++ b/static/papers/graphprism.json
@@ -42,5 +42,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2254556.2254651"
 }
\ No newline at end of file
diff --git a/static/papers/graphscape.json b/static/papers/graphscape.json
index c418a65..e3cc9f9 100644
--- a/static/papers/graphscape.json
+++ b/static/papers/graphscape.json
@@ -53,5 +53,6 @@
   ],
   "tags": [
     "recommendation"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/3025453.3025866"
 }
\ No newline at end of file
diff --git a/static/papers/hops-trends.json b/static/papers/hops-trends.json
index 71a9029..1e476a0 100644
--- a/static/papers/hops-trends.json
+++ b/static/papers/hops-trends.json
@@ -45,5 +45,6 @@
       "link": "https://github.com/kalealex/jobs-report-hops"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2018.2864909"
 }
\ No newline at end of file
diff --git a/static/papers/hops.json b/static/papers/hops.json
index fd4d034..b210a93 100644
--- a/static/papers/hops.json
+++ b/static/papers/hops.json
@@ -40,5 +40,6 @@
       "link": "http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0142444"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1371/journal.pone.0142444"
 }
\ No newline at end of file
diff --git a/static/papers/horizon.json b/static/papers/horizon.json
index e403fbd..53f7498 100644
--- a/static/papers/horizon.json
+++ b/static/papers/horizon.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1518701.1518897"
 }
\ No newline at end of file
diff --git a/static/papers/hypothesis-formalization.json b/static/papers/hypothesis-formalization.json
index 1128f41..cc90b8e 100644
--- a/static/papers/hypothesis-formalization.json
+++ b/static/papers/hypothesis-formalization.json
@@ -50,5 +50,6 @@
       "link": "http://idl.cs.washington.edu/files/2022-HypothesisFormalization-TOCHI-Supplement.pdf"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3476980"
 }
\ No newline at end of file
diff --git a/static/papers/idyll-analytics.json b/static/papers/idyll-analytics.json
index a21b992..c0f17c2 100644
--- a/static/papers/idyll-analytics.json
+++ b/static/papers/idyll-analytics.json
@@ -48,5 +48,6 @@
   ],
   "tags": [
     "communication"
-  ]
+  ],
+  "doi": "https://doi.org/10.1111/cgf.13720"
 }
\ No newline at end of file
diff --git a/static/papers/idyll-studio.json b/static/papers/idyll-studio.json
index 376f406..85bb553 100644
--- a/static/papers/idyll-studio.json
+++ b/static/papers/idyll-studio.json
@@ -45,5 +45,6 @@
       "link": "https://github.com/idyll-lang/idyll-studio"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3472749.3474731"
 }
\ No newline at end of file
diff --git a/static/papers/idyll.json b/static/papers/idyll.json
index bb6218f..139af72 100644
--- a/static/papers/idyll.json
+++ b/static/papers/idyll.json
@@ -43,5 +43,6 @@
   ],
   "tags": [
     "communication"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/3242587.3242600"
 }
\ No newline at end of file
diff --git a/static/papers/imagining-replications.json b/static/papers/imagining-replications.json
index 2f50efa..3cfa2c7 100644
--- a/static/papers/imagining-replications.json
+++ b/static/papers/imagining-replications.json
@@ -40,5 +40,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2017.2743898"
 }
\ No newline at end of file
diff --git a/static/papers/iml-pitfalls.json b/static/papers/iml-pitfalls.json
index 6c62202..3aa8fdb 100644
--- a/static/papers/iml-pitfalls.json
+++ b/static/papers/iml-pitfalls.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3319616"
 }
\ No newline at end of file
diff --git a/static/papers/immens.json b/static/papers/immens.json
index d0bb24f..2ae818b 100644
--- a/static/papers/immens.json
+++ b/static/papers/immens.json
@@ -47,5 +47,6 @@
   ],
   "tags": [
     "scalable"
-  ]
+  ],
+  "doi": "https://doi.org/10.1111/cgf.12129"
 }
\ No newline at end of file
diff --git a/static/papers/infovis-design-patterns.json b/static/papers/infovis-design-patterns.json
index df2d5ee..f65529e 100644
--- a/static/papers/infovis-design-patterns.json
+++ b/static/papers/infovis-design-patterns.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2006.178"
 }
\ No newline at end of file
diff --git a/static/papers/insitu-code-vis.json b/static/papers/insitu-code-vis.json
index 3958443..d21481c 100644
--- a/static/papers/insitu-code-vis.json
+++ b/static/papers/insitu-code-vis.json
@@ -39,5 +39,6 @@
   "materials": [],
   "tags": [
     "vega"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/3173574.3174106"
 }
\ No newline at end of file
diff --git a/static/papers/interactive-dynamics.json b/static/papers/interactive-dynamics.json
index 05f75b3..1920d35 100644
--- a/static/papers/interactive-dynamics.json
+++ b/static/papers/interactive-dynamics.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2133416.2146416"
 }
\ No newline at end of file
diff --git a/static/papers/interactive-translation.json b/static/papers/interactive-translation.json
index ab52f25..43ec132 100644
--- a/static/papers/interactive-translation.json
+++ b/static/papers/interactive-translation.json
@@ -49,5 +49,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.3115/v1/d14-1130"
 }
\ No newline at end of file
diff --git a/static/papers/invis.json b/static/papers/invis.json
index 24cafe9..170aa3d 100644
--- a/static/papers/invis.json
+++ b/static/papers/invis.json
@@ -49,5 +49,6 @@
       "link": "http://vimeo.com/77718464"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/BioVis.2013.6664340"
 }
\ No newline at end of file
diff --git a/static/papers/iseql.json b/static/papers/iseql.json
index 974e584..9ec6915 100644
--- a/static/papers/iseql.json
+++ b/static/papers/iseql.json
@@ -41,5 +41,6 @@
       "link": "http://www.github.com/AkshatSh/iSeqL"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3377325.3377503"
 }
\ No newline at end of file
diff --git a/static/papers/keyphrases.json b/static/papers/keyphrases.json
index da2131d..4d9da5d 100644
--- a/static/papers/keyphrases.json
+++ b/static/papers/keyphrases.json
@@ -36,5 +36,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2362364.2362367"
 }
\ No newline at end of file
diff --git a/static/papers/knowledge-tracing-model.json b/static/papers/knowledge-tracing-model.json
index f9a1bd4..89f489f 100644
--- a/static/papers/knowledge-tracing-model.json
+++ b/static/papers/knowledge-tracing-model.json
@@ -31,5 +31,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1007/s11257-012-9132-1"
 }
\ No newline at end of file
diff --git a/static/papers/latency.json b/static/papers/latency.json
index 8f4976e..332fc79 100644
--- a/static/papers/latency.json
+++ b/static/papers/latency.json
@@ -34,5 +34,6 @@
   "materials": [],
   "tags": [
     "scalable"
-  ]
+  ],
+  "doi": "https://doi.org/10.1109/TVCG.2014.2346452"
 }
\ No newline at end of file
diff --git a/static/papers/latent-space-cartography.json b/static/papers/latent-space-cartography.json
index 01de0e1..dfc9a69 100644
--- a/static/papers/latent-space-cartography.json
+++ b/static/papers/latent-space-cartography.json
@@ -54,5 +54,6 @@
       "link": "https://youtu.be/war0DRbRGNE"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.13672"
 }
\ No newline at end of file
diff --git a/static/papers/liquid-queries.json b/static/papers/liquid-queries.json
index 40c37e9..3c95733 100644
--- a/static/papers/liquid-queries.json
+++ b/static/papers/liquid-queries.json
@@ -40,5 +40,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1007/978-3-540-39653-6_11"
 }
\ No newline at end of file
diff --git a/static/papers/living-papers.json b/static/papers/living-papers.json
index 9f45c6f..4f94ad2 100644
--- a/static/papers/living-papers.json
+++ b/static/papers/living-papers.json
@@ -60,5 +60,6 @@
   ],
   "tags": [
     "communication"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/3586183.3606791"
 }
\ No newline at end of file
diff --git a/static/papers/lumberjack.json b/static/papers/lumberjack.json
index 8963282..1782085 100644
--- a/static/papers/lumberjack.json
+++ b/static/papers/lumberjack.json
@@ -35,5 +35,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1007/978-3-540-39663-5_1"
 }
\ No newline at end of file
diff --git a/static/papers/lyra.json b/static/papers/lyra.json
index 71ed53a..d1de6a2 100644
--- a/static/papers/lyra.json
+++ b/static/papers/lyra.json
@@ -49,5 +49,6 @@
       "link": "http://vimeo.com/96104443"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.12391"
 }
\ No newline at end of file
diff --git a/static/papers/medical-text-patterns.json b/static/papers/medical-text-patterns.json
index 5aa3dbd..aa04d54 100644
--- a/static/papers/medical-text-patterns.json
+++ b/static/papers/medical-text-patterns.json
@@ -45,5 +45,6 @@
       "link": "http://jamia.bmj.com/content/early/2014/06/26/amiajnl-2014-002669.full"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1136/amiajnl-2014-002669"
 }
\ No newline at end of file
diff --git a/static/papers/meridian.json b/static/papers/meridian.json
index e6847bf..c2c20cd 100644
--- a/static/papers/meridian.json
+++ b/static/papers/meridian.json
@@ -51,5 +51,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3173574.3173712"
 }
\ No newline at end of file
diff --git a/static/papers/mining-social-topologies.json b/static/papers/mining-social-topologies.json
index c92d3c1..a7e011c 100644
--- a/static/papers/mining-social-topologies.json
+++ b/static/papers/mining-social-topologies.json
@@ -49,5 +49,6 @@
       "link": "http://mobisocial.stanford.edu/socialflows/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1943403.1943417"
 }
\ No newline at end of file
diff --git a/static/papers/momento.json b/static/papers/momento.json
index f3e6689..83967d6 100644
--- a/static/papers/momento.json
+++ b/static/papers/momento.json
@@ -35,5 +35,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1240624.1240644"
 }
\ No newline at end of file
diff --git a/static/papers/mosaic.json b/static/papers/mosaic.json
index 2860a3a..f9028e2 100644
--- a/static/papers/mosaic.json
+++ b/static/papers/mosaic.json
@@ -47,5 +47,6 @@
   ],
   "tags": [
     "scalable"
-  ]
+  ],
+  "doi": "https://doi.org/10.1109/TVCG.2023.3327189"
 }
\ No newline at end of file
diff --git a/static/papers/multi-lingual-color-names.json b/static/papers/multi-lingual-color-names.json
index f714ef8..9924ce2 100644
--- a/static/papers/multi-lingual-color-names.json
+++ b/static/papers/multi-lingual-color-names.json
@@ -45,5 +45,6 @@
       "link": "https://github.com/uwdata/color-naming-in-different-languages"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.2312/evs.20191166"
 }
\ No newline at end of file
diff --git a/static/papers/muse.json b/static/papers/muse.json
index fd45792..bcaa0f4 100644
--- a/static/papers/muse.json
+++ b/static/papers/muse.json
@@ -40,5 +40,6 @@
       "link": "http://mobisocial.stanford.edu/muse/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2047196.2047206"
 }
\ No newline at end of file
diff --git a/static/papers/narrative.json b/static/papers/narrative.json
index 07f4494..e6b95c0 100644
--- a/static/papers/narrative.json
+++ b/static/papers/narrative.json
@@ -31,5 +31,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2010.179"
 }
\ No newline at end of file
diff --git a/static/papers/orion-ivs.json b/static/papers/orion-ivs.json
index ab532d6..c8fa604 100644
--- a/static/papers/orion-ivs.json
+++ b/static/papers/orion-ivs.json
@@ -31,5 +31,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1177/1473871612462152"
 }
\ No newline at end of file
diff --git a/static/papers/orion.json b/static/papers/orion.json
index fb0845b..90a9770 100644
--- a/static/papers/orion.json
+++ b/static/papers/orion.json
@@ -31,5 +31,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/VAST.2011.6102441"
 }
\ No newline at end of file
diff --git a/static/papers/others-expectations.json b/static/papers/others-expectations.json
index c1cf852..13707bd 100644
--- a/static/papers/others-expectations.json
+++ b/static/papers/others-expectations.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2017.2745240"
 }
\ No newline at end of file
diff --git a/static/papers/perception-treemaps.json b/static/papers/perception-treemaps.json
index 7bdfae0..b185233 100644
--- a/static/papers/perception-treemaps.json
+++ b/static/papers/perception-treemaps.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2010.186"
 }
\ No newline at end of file
diff --git a/static/papers/perceptual-kernels.json b/static/papers/perceptual-kernels.json
index 02c19c8..a712b76 100644
--- a/static/papers/perceptual-kernels.json
+++ b/static/papers/perceptual-kernels.json
@@ -46,5 +46,6 @@
       "link": "http://github.com/uwdata/perceptual-kernels"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2014.2346978"
 }
\ No newline at end of file
diff --git a/static/papers/perfopticon.json b/static/papers/perfopticon.json
index bb9d343..e498b83 100644
--- a/static/papers/perfopticon.json
+++ b/static/papers/perfopticon.json
@@ -46,5 +46,6 @@
       "link": "http://vimeo.com/127110709"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.12619"
 }
\ No newline at end of file
diff --git a/static/papers/peripheral-paced-respiration.json b/static/papers/peripheral-paced-respiration.json
index ddaaff9..a07ab3c 100644
--- a/static/papers/peripheral-paced-respiration.json
+++ b/static/papers/peripheral-paced-respiration.json
@@ -51,5 +51,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2047196.2047250"
 }
\ No newline at end of file
diff --git a/static/papers/polyjuice.json b/static/papers/polyjuice.json
index 8f0483b..481c0b4 100644
--- a/static/papers/polyjuice.json
+++ b/static/papers/polyjuice.json
@@ -51,5 +51,6 @@
       "link": "https://www.youtube.com/watch?v=94lzCQ0BURs"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.18653/v1/2021.acl-long.523"
 }
\ No newline at end of file
diff --git a/static/papers/post-editing.json b/static/papers/post-editing.json
index 990ea2e..1b2d7a0 100644
--- a/static/papers/post-editing.json
+++ b/static/papers/post-editing.json
@@ -36,5 +36,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2470654.2470718"
 }
\ No newline at end of file
diff --git a/static/papers/predicting-group-growth.json b/static/papers/predicting-group-growth.json
index f3d3eba..6774d26 100644
--- a/static/papers/predicting-group-growth.json
+++ b/static/papers/predicting-group-growth.json
@@ -35,5 +35,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2124295.2124374"
 }
\ No newline at end of file
diff --git a/static/papers/predictive-interaction.json b/static/papers/predictive-interaction.json
index f3d49dd..9d35c14 100644
--- a/static/papers/predictive-interaction.json
+++ b/static/papers/predictive-interaction.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "http://cidrdb.org/cidr2015/Papers/CIDR15_Paper27.pdf"
 }
\ No newline at end of file
diff --git a/static/papers/prefuse.json b/static/papers/prefuse.json
index 6802c7d..2e8b23a 100644
--- a/static/papers/prefuse.json
+++ b/static/papers/prefuse.json
@@ -46,5 +46,6 @@
       "link": "http://prefuse.org/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1054972.1055031"
 }
\ No newline at end of file
diff --git a/static/papers/presiding-over-accidents.json b/static/papers/presiding-over-accidents.json
index 97f2f40..a76a837 100644
--- a/static/papers/presiding-over-accidents.json
+++ b/static/papers/presiding-over-accidents.json
@@ -43,5 +43,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/985692.985751"
 }
\ No newline at end of file
diff --git a/static/papers/proactive-wrangling.json b/static/papers/proactive-wrangling.json
index 5e773a1..950723b 100644
--- a/static/papers/proactive-wrangling.json
+++ b/static/papers/proactive-wrangling.json
@@ -46,5 +46,6 @@
       "link": "http://vis.stanford.edu/wrangler"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2047196.2047205"
 }
\ No newline at end of file
diff --git a/static/papers/profiler.json b/static/papers/profiler.json
index 4345f1b..d12170f 100644
--- a/static/papers/profiler.json
+++ b/static/papers/profiler.json
@@ -51,5 +51,6 @@
       "link": "http://vis.stanford.edu/projects/datavore/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2254556.2254659"
 }
\ No newline at end of file
diff --git a/static/papers/protovis-design.json b/static/papers/protovis-design.json
index 61cfb07..4b0a7ef 100644
--- a/static/papers/protovis-design.json
+++ b/static/papers/protovis-design.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2010.144"
 }
\ No newline at end of file
diff --git a/static/papers/protovis.json b/static/papers/protovis.json
index 6741a03..b76f216 100644
--- a/static/papers/protovis.json
+++ b/static/papers/protovis.json
@@ -37,5 +37,6 @@
       "link": "http://vis.stanford.edu/protovis"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2009.174"
 }
\ No newline at end of file
diff --git a/static/papers/ptm.json b/static/papers/ptm.json
index 0f46aab..e16ac26 100644
--- a/static/papers/ptm.json
+++ b/static/papers/ptm.json
@@ -46,5 +46,6 @@
       "link": "http://vimeo.com/101349836"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2642918.2647408"
 }
\ No newline at end of file
diff --git a/static/papers/quantitative-color.json b/static/papers/quantitative-color.json
index d575376..12ee13f 100644
--- a/static/papers/quantitative-color.json
+++ b/static/papers/quantitative-color.json
@@ -37,5 +37,6 @@
       "link": "https://github.com/uwdata/quantitative-color-data"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3173574.3174172"
 }
\ No newline at end of file
diff --git a/static/papers/reactive-vega-architecture.json b/static/papers/reactive-vega-architecture.json
index 1f4176d..d468676 100644
--- a/static/papers/reactive-vega-architecture.json
+++ b/static/papers/reactive-vega-architecture.json
@@ -48,5 +48,6 @@
   ],
   "tags": [
     "vega"
-  ]
+  ],
+  "doi": "https://doi.org/10.1109/TVCG.2015.2467091"
 }
\ No newline at end of file
diff --git a/static/papers/reactive-vega.json b/static/papers/reactive-vega.json
index 4476f11..8c5471c 100644
--- a/static/papers/reactive-vega.json
+++ b/static/papers/reactive-vega.json
@@ -48,5 +48,6 @@
   ],
   "tags": [
     "vega"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/2642918.2647360"
 }
\ No newline at end of file
diff --git a/static/papers/refinery.json b/static/papers/refinery.json
index cb1f511..8959bd7 100644
--- a/static/papers/refinery.json
+++ b/static/papers/refinery.json
@@ -44,5 +44,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.12642"
 }
\ No newline at end of file
diff --git a/static/papers/reflections-vis-authoring.json b/static/papers/reflections-vis-authoring.json
index 787f73f..e581b85 100644
--- a/static/papers/reflections-vis-authoring.json
+++ b/static/papers/reflections-vis-authoring.json
@@ -58,5 +58,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2019.2934281"
 }
\ No newline at end of file
diff --git a/static/papers/regression-by-eye.json b/static/papers/regression-by-eye.json
index 751319e..757677a 100644
--- a/static/papers/regression-by-eye.json
+++ b/static/papers/regression-by-eye.json
@@ -37,5 +37,6 @@
       "link": "https://github.com/uwdata/trend-bias"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3025453.3025922"
 }
\ No newline at end of file
diff --git a/static/papers/responsive-vis.json b/static/papers/responsive-vis.json
index 41e19e5..2af9eee 100644
--- a/static/papers/responsive-vis.json
+++ b/static/papers/responsive-vis.json
@@ -46,5 +46,6 @@
       "link": "http://idl.cs.washington.edu/files/2020-ResponsiveVis-CHI-Supplement.zip"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3313831.3376777"
 }
\ No newline at end of file
diff --git a/static/papers/reverse-engineering-vis.json b/static/papers/reverse-engineering-vis.json
index eab0eec..7fe1a1d 100644
--- a/static/papers/reverse-engineering-vis.json
+++ b/static/papers/reverse-engineering-vis.json
@@ -41,5 +41,6 @@
       "link": "https://github.com/uwdata/rev"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.13193"
 }
\ No newline at end of file
diff --git a/static/papers/revision.json b/static/papers/revision.json
index 22a7639..6d5bb4e 100644
--- a/static/papers/revision.json
+++ b/static/papers/revision.json
@@ -55,5 +55,6 @@
       "link": "http://idl.cs.washington.edu/files/revision-corpus.zip"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2047196.2047247"
 }
\ No newline at end of file
diff --git a/static/papers/same-data-diff-conclusions.json b/static/papers/same-data-diff-conclusions.json
index d2dbb71..d0cadff 100644
--- a/static/papers/same-data-diff-conclusions.json
+++ b/static/papers/same-data-diff-conclusions.json
@@ -50,5 +50,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1016/j.obhdp.2021.02.003"
 }
\ No newline at end of file
diff --git a/static/papers/scattershot.json b/static/papers/scattershot.json
index fecf523..2f53f3c 100644
--- a/static/papers/scattershot.json
+++ b/static/papers/scattershot.json
@@ -46,5 +46,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3581641.3584059"
 }
\ No newline at end of file
diff --git a/static/papers/scented-widgets.json b/static/papers/scented-widgets.json
index 02320b8..929078c 100644
--- a/static/papers/scented-widgets.json
+++ b/static/papers/scented-widgets.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2007.70589"
 }
\ No newline at end of file
diff --git a/static/papers/seam-aware.json b/static/papers/seam-aware.json
index 06f5ba3..707852a 100644
--- a/static/papers/seam-aware.json
+++ b/static/papers/seam-aware.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/985921.986105"
 }
\ No newline at end of file
diff --git a/static/papers/seeing-the-invisible.json b/static/papers/seeing-the-invisible.json
index 3adda36..a3cc83e 100644
--- a/static/papers/seeing-the-invisible.json
+++ b/static/papers/seeing-the-invisible.json
@@ -31,5 +31,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": null
 }
\ No newline at end of file
diff --git a/static/papers/selective-sharing.json b/static/papers/selective-sharing.json
index b0478bb..d65bc55 100644
--- a/static/papers/selective-sharing.json
+++ b/static/papers/selective-sharing.json
@@ -39,5 +39,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2207676.2208552"
 }
\ No newline at end of file
diff --git a/static/papers/semantically-resonant-colors.json b/static/papers/semantically-resonant-colors.json
index d07223c..40549d8 100644
--- a/static/papers/semantically-resonant-colors.json
+++ b/static/papers/semantically-resonant-colors.json
@@ -45,5 +45,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.12127"
 }
\ No newline at end of file
diff --git a/static/papers/senseus.json b/static/papers/senseus.json
index 6d08797..e2539a4 100644
--- a/static/papers/senseus.json
+++ b/static/papers/senseus.json
@@ -40,5 +40,6 @@
       "link": "http://vis.stanford.edu/files/sense.us/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1240624.1240781"
 }
\ No newline at end of file
diff --git a/static/papers/separating-the-swarm.json b/static/papers/separating-the-swarm.json
index abab1ca..90d66ec 100644
--- a/static/papers/separating-the-swarm.json
+++ b/static/papers/separating-the-swarm.json
@@ -31,5 +31,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/503376.503420"
 }
\ No newline at end of file
diff --git a/static/papers/sequence-structure.json b/static/papers/sequence-structure.json
index 13ca1f1..4e29361 100644
--- a/static/papers/sequence-structure.json
+++ b/static/papers/sequence-structure.json
@@ -35,5 +35,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.13194"
 }
\ No newline at end of file
diff --git a/static/papers/setcola.json b/static/papers/setcola.json
index 300b7dd..c99fe02 100644
--- a/static/papers/setcola.json
+++ b/static/papers/setcola.json
@@ -46,5 +46,6 @@
       "link": "https://github.com/uwdata/setcola"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.13440"
 }
\ No newline at end of file
diff --git a/static/papers/simple-science.json b/static/papers/simple-science.json
index a598343..532124f 100644
--- a/static/papers/simple-science.json
+++ b/static/papers/simple-science.json
@@ -45,5 +45,6 @@
       "link": "https://github.com/yeaseulkim/simplescience"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.18653/v1/d16-1114"
 }
\ No newline at end of file
diff --git a/static/papers/slope-ratio-comparison.json b/static/papers/slope-ratio-comparison.json
index 5ccb1f9..406d3bd 100644
--- a/static/papers/slope-ratio-comparison.json
+++ b/static/papers/slope-ratio-comparison.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2012.196"
 }
\ No newline at end of file
diff --git a/static/papers/snap-decisions.json b/static/papers/snap-decisions.json
index 3adb23e..0564cf3 100644
--- a/static/papers/snap-decisions.json
+++ b/static/papers/snap-decisions.json
@@ -39,5 +39,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2858036.2858451"
 }
\ No newline at end of file
diff --git a/static/papers/socializing-visualization.json b/static/papers/socializing-visualization.json
index daab017..3758939 100644
--- a/static/papers/socializing-visualization.json
+++ b/static/papers/socializing-visualization.json
@@ -27,5 +27,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": null
 }
\ No newline at end of file
diff --git a/static/papers/spatial-analogies.json b/static/papers/spatial-analogies.json
index 9c3472b..6f56edf 100644
--- a/static/papers/spatial-analogies.json
+++ b/static/papers/spatial-analogies.json
@@ -42,5 +42,6 @@
       "link": "https://bitbucket.org/yeaseulK/chi16-geospatial-analogy"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2858036.2858440"
 }
\ No newline at end of file
diff --git a/static/papers/surprise-maps.json b/static/papers/surprise-maps.json
index 7221875..bfdeb08 100644
--- a/static/papers/surprise-maps.json
+++ b/static/papers/surprise-maps.json
@@ -37,5 +37,6 @@
       "link": "https://github.com/uwdata/bayesian-surprise"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2016.2598618"
 }
\ No newline at end of file
diff --git a/static/papers/synesthetic-binding.json b/static/papers/synesthetic-binding.json
index cbd4705..c41b4b4 100644
--- a/static/papers/synesthetic-binding.json
+++ b/static/papers/synesthetic-binding.json
@@ -35,5 +35,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1016/s0010-9452(08)70348-4"
 }
\ No newline at end of file
diff --git a/static/papers/table-repair.json b/static/papers/table-repair.json
index e192f59..c30fb00 100644
--- a/static/papers/table-repair.json
+++ b/static/papers/table-repair.json
@@ -32,5 +32,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3290605.3300523"
 }
\ No newline at end of file
diff --git a/static/papers/task-data-effectiveness.json b/static/papers/task-data-effectiveness.json
index 034a59e..dca1aec 100644
--- a/static/papers/task-data-effectiveness.json
+++ b/static/papers/task-data-effectiveness.json
@@ -37,5 +37,6 @@
       "link": "https://github.com/uwdata/visual-encoding-effectiveness-data"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1111/cgf.13409"
 }
\ No newline at end of file
diff --git a/static/papers/tea.json b/static/papers/tea.json
index 70ea7d4..f81792d 100644
--- a/static/papers/tea.json
+++ b/static/papers/tea.json
@@ -58,5 +58,6 @@
       "link": "https://tea-lang.org"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3332165.3347940"
 }
\ No newline at end of file
diff --git a/static/papers/tempura.json b/static/papers/tempura.json
index 0341122..5253991 100644
--- a/static/papers/tempura.json
+++ b/static/papers/tempura.json
@@ -52,5 +52,6 @@
       "link": "https://youtu.be/s_ODGuZU4G8"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3313831.3376451"
 }
\ No newline at end of file
diff --git a/static/papers/termite.json b/static/papers/termite.json
index 481216f..66b134c 100644
--- a/static/papers/termite.json
+++ b/static/papers/termite.json
@@ -45,5 +45,6 @@
       "link": "http://github.com/StanfordHCI/termite"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2254556.2254572"
 }
\ No newline at end of file
diff --git a/static/papers/tfgraph.json b/static/papers/tfgraph.json
index 5dbe7c5..e6b5f26 100644
--- a/static/papers/tfgraph.json
+++ b/static/papers/tfgraph.json
@@ -64,5 +64,6 @@
       "link": "https://vimeo.com/232930758"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2017.2744878"
 }
\ No newline at end of file
diff --git a/static/papers/tick-labels.json b/static/papers/tick-labels.json
index d0bd0d3..68db482 100644
--- a/static/papers/tick-labels.json
+++ b/static/papers/tick-labels.json
@@ -42,5 +42,6 @@
       "link": "http://www.justintalbot.com/research/axis-labeling/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2010.130"
 }
\ No newline at end of file
diff --git a/static/papers/timenets.json b/static/papers/timenets.json
index 0940e6d..7ba2bdb 100644
--- a/static/papers/timenets.json
+++ b/static/papers/timenets.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1842993.1843035"
 }
\ No newline at end of file
diff --git a/static/papers/timetree.json b/static/papers/timetree.json
index ba3e52f..9627199 100644
--- a/static/papers/timetree.json
+++ b/static/papers/timetree.json
@@ -44,5 +44,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/VAST.2006.261450"
 }
\ No newline at end of file
diff --git a/static/papers/tisane.json b/static/papers/tisane.json
index 1bc5304..a64dae2 100644
--- a/static/papers/tisane.json
+++ b/static/papers/tisane.json
@@ -50,5 +50,6 @@
       "link": "http://idl.cs.washington.edu/files/2022-Tisane-CHI-Supplement.pdf"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3491102.3501888"
 }
\ No newline at end of file
diff --git a/static/papers/too-many-cooks.json b/static/papers/too-many-cooks.json
index 1adfc24..e9472ad 100644
--- a/static/papers/too-many-cooks.json
+++ b/static/papers/too-many-cooks.json
@@ -47,5 +47,6 @@
   "materials": [],
   "tags": [
     "recommendation"
-  ]
+  ],
+  "doi": "https://doi.org/10.1109/TVCG.2023.3326527"
 }
\ No newline at end of file
diff --git a/static/papers/topic-check.json b/static/papers/topic-check.json
index c4fedc0..656fdfd 100644
--- a/static/papers/topic-check.json
+++ b/static/papers/topic-check.json
@@ -52,5 +52,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.3115/v1/n15-1018"
 }
\ No newline at end of file
diff --git a/static/papers/topic-model-diagnostics.json b/static/papers/topic-model-diagnostics.json
index 0ca57a9..32114db 100644
--- a/static/papers/topic-model-diagnostics.json
+++ b/static/papers/topic-model-diagnostics.json
@@ -45,5 +45,6 @@
       "link": "http://idl.cs.washington.edu/files/2013-TopicalModelDiagnostics-SuppMaterial.pdf"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "http://proceedings.mlr.press/v28/chuang13.html"
 }
\ No newline at end of file
diff --git a/static/papers/topic-modeling-social-sciences.json b/static/papers/topic-modeling-social-sciences.json
index e6f8408..fbc2a5b 100644
--- a/static/papers/topic-modeling-social-sciences.json
+++ b/static/papers/topic-modeling-social-sciences.json
@@ -48,5 +48,6 @@
       "link": "http://nlp.stanford.edu/software/tmt/tmt-0.2/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": null
 }
\ No newline at end of file
diff --git a/static/papers/topic-models-language-usage.json b/static/papers/topic-models-language-usage.json
index 7c22d6d..708bdcd 100644
--- a/static/papers/topic-models-language-usage.json
+++ b/static/papers/topic-models-language-usage.json
@@ -49,5 +49,6 @@
       "link": "http://www.sciencedirect.com/science/article/pii/S0304422X13000442"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1016/j.poetic.2013.06.004"
 }
\ No newline at end of file
diff --git a/static/papers/transgender-similarity.json b/static/papers/transgender-similarity.json
index a15fddf..eefd4b6 100644
--- a/static/papers/transgender-similarity.json
+++ b/static/papers/transgender-similarity.json
@@ -76,5 +76,6 @@
       "link": "https://osf.io/q2kuw/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1073/pnas.1909367116"
 }
\ No newline at end of file
diff --git a/static/papers/translation-ai-hci.json b/static/papers/translation-ai-hci.json
index 6ae20cc..08a0ff6 100644
--- a/static/papers/translation-ai-hci.json
+++ b/static/papers/translation-ai-hci.json
@@ -45,5 +45,6 @@
       "link": "http://queue.acm.org/detail.cfm?id=2798086"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2791301.2798086"
 }
\ No newline at end of file
diff --git a/static/papers/trending-event-search.json b/static/papers/trending-event-search.json
index 9f81769..39dd4bf 100644
--- a/static/papers/trending-event-search.json
+++ b/static/papers/trending-event-search.json
@@ -43,5 +43,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "http://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/view/6116"
 }
\ No newline at end of file
diff --git a/static/papers/trust-but-verify.json b/static/papers/trust-but-verify.json
index 9eaaf1f..048097c 100644
--- a/static/papers/trust-but-verify.json
+++ b/static/papers/trust-but-verify.json
@@ -47,5 +47,6 @@
   ],
   "tags": [
     "scalable"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/3025453.3025456"
 }
\ No newline at end of file
diff --git a/static/papers/uncertainty-bus.json b/static/papers/uncertainty-bus.json
index 748b903..f8886aa 100644
--- a/static/papers/uncertainty-bus.json
+++ b/static/papers/uncertainty-bus.json
@@ -43,5 +43,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3173574.3173718"
 }
\ No newline at end of file
diff --git a/static/papers/uncertainty-eval-survey.json b/static/papers/uncertainty-eval-survey.json
index 1542b6c..6ed12bd 100644
--- a/static/papers/uncertainty-eval-survey.json
+++ b/static/papers/uncertainty-eval-survey.json
@@ -45,5 +45,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2018.2864889"
 }
\ No newline at end of file
diff --git a/static/papers/uncertainty-palettes.json b/static/papers/uncertainty-palettes.json
index bd6cc64..d695a61 100644
--- a/static/papers/uncertainty-palettes.json
+++ b/static/papers/uncertainty-palettes.json
@@ -42,5 +42,6 @@
       "link": "https://github.com/uwdata/papers-vsup/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3173574.3174216"
 }
\ No newline at end of file
diff --git a/static/papers/uncertainty-research-synthesis.json b/static/papers/uncertainty-research-synthesis.json
index 16a0ab2..22d84c4 100644
--- a/static/papers/uncertainty-research-synthesis.json
+++ b/static/papers/uncertainty-research-synthesis.json
@@ -41,5 +41,6 @@
       "link": "https://github.com/kalealex/analysis_paths_research_synthesis"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3290605.3300432"
 }
\ No newline at end of file
diff --git a/static/papers/urban-access-multi-stakeholder.json b/static/papers/urban-access-multi-stakeholder.json
index 05b0a26..43a1b60 100644
--- a/static/papers/urban-access-multi-stakeholder.json
+++ b/static/papers/urban-access-multi-stakeholder.json
@@ -49,5 +49,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3432908"
 }
\ No newline at end of file
diff --git a/static/papers/vega-debugging.json b/static/papers/vega-debugging.json
index 54afd2e..733fdd0 100644
--- a/static/papers/vega-debugging.json
+++ b/static/papers/vega-debugging.json
@@ -39,5 +39,6 @@
   "materials": [],
   "tags": [
     "vega"
-  ]
+  ],
+  "doi": "https://doi.org/10.1111/cgf.12903"
 }
\ No newline at end of file
diff --git a/static/papers/vega-lite.json b/static/papers/vega-lite.json
index 59febfa..12304f5 100644
--- a/static/papers/vega-lite.json
+++ b/static/papers/vega-lite.json
@@ -53,5 +53,6 @@
   ],
   "tags": [
     "vega"
-  ]
+  ],
+  "doi": "https://doi.org/10.1109/TVCG.2016.2599030"
 }
\ No newline at end of file
diff --git a/static/papers/vegaprof.json b/static/papers/vegaprof.json
index 83acf28..2bae40c 100644
--- a/static/papers/vegaprof.json
+++ b/static/papers/vegaprof.json
@@ -51,5 +51,6 @@
   ],
   "tags": [
     "vega"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/3586183.3606790"
 }
\ No newline at end of file
diff --git a/static/papers/verp.json b/static/papers/verp.json
index de2cb0f..0dfa47b 100644
--- a/static/papers/verp.json
+++ b/static/papers/verp.json
@@ -46,5 +46,6 @@
       "link": "http://github.com/uwdata/verp/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1007/978-3-319-47024-5_3"
 }
\ No newline at end of file
diff --git a/static/papers/vis-urban-access.json b/static/papers/vis-urban-access.json
index d862ca8..a3335c7 100644
--- a/static/papers/vis-urban-access.json
+++ b/static/papers/vis-urban-access.json
@@ -69,5 +69,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3491102.3517460"
 }
\ No newline at end of file
diff --git a/static/papers/vispedia.json b/static/papers/vispedia.json
index 6dcd324..4195322 100644
--- a/static/papers/vispedia.json
+++ b/static/papers/vispedia.json
@@ -49,5 +49,6 @@
       "link": "http://vispedia.stanford.edu/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2008.178"
 }
\ No newline at end of file
diff --git a/static/papers/visual-embedding.json b/static/papers/visual-embedding.json
index 07d20e8..70e8ccb 100644
--- a/static/papers/visual-embedding.json
+++ b/static/papers/visual-embedding.json
@@ -49,5 +49,6 @@
       "link": "http://github.com/uwdata/visual-embedding/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/MCG.2014.18"
 }
\ No newline at end of file
diff --git a/static/papers/visualization-heterogeneous-data.json b/static/papers/visualization-heterogeneous-data.json
index e0053ca..8aa8bd1 100644
--- a/static/papers/visualization-heterogeneous-data.json
+++ b/static/papers/visualization-heterogeneous-data.json
@@ -58,5 +58,6 @@
       "link": "http://graphics.stanford.edu/projects/vispedia"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/TVCG.2007.70617"
 }
\ No newline at end of file
diff --git a/static/papers/visualization-zoo.json b/static/papers/visualization-zoo.json
index d22eccf..f17bfce 100644
--- a/static/papers/visualization-zoo.json
+++ b/static/papers/visualization-zoo.json
@@ -37,5 +37,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://dl.acm.org/doi/10.1145/1743546.1743567"
 }
\ No newline at end of file
diff --git a/static/papers/vizster.json b/static/papers/vizster.json
index 28f6a51..2ec6531 100644
--- a/static/papers/vizster.json
+++ b/static/papers/vizster.json
@@ -40,5 +40,6 @@
       "link": "http://vis.stanford.edu/jheer/projects/vizster"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/INFVIS.2005.1532126"
 }
\ No newline at end of file
diff --git a/static/papers/voicecuts.json b/static/papers/voicecuts.json
index aa80816..6d92967 100644
--- a/static/papers/voicecuts.json
+++ b/static/papers/voicecuts.json
@@ -40,5 +40,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/3290605.3300562"
 }
\ No newline at end of file
diff --git a/static/papers/voyager.json b/static/papers/voyager.json
index c959a35..dfb4259 100644
--- a/static/papers/voyager.json
+++ b/static/papers/voyager.json
@@ -66,5 +66,6 @@
   ],
   "tags": [
     "recommendation"
-  ]
+  ],
+  "doi": "https://doi.org/10.1109/TVCG.2015.2467191"
 }
\ No newline at end of file
diff --git a/static/papers/voyager2.json b/static/papers/voyager2.json
index a3474be..51228de 100644
--- a/static/papers/voyager2.json
+++ b/static/papers/voyager2.json
@@ -70,5 +70,6 @@
   ],
   "tags": [
     "recommendation"
-  ]
+  ],
+  "doi": "https://doi.org/10.1145/3025453.3025768"
 }
\ No newline at end of file
diff --git a/static/papers/voyagers-and-voyeurs-cacm.json b/static/papers/voyagers-and-voyeurs-cacm.json
index 558a7d3..57e6f9d 100644
--- a/static/papers/voyagers-and-voyeurs-cacm.json
+++ b/static/papers/voyagers-and-voyeurs-cacm.json
@@ -40,5 +40,6 @@
       "link": "http://vis.stanford.edu/files/sense.us/"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1435417.1435439"
 }
\ No newline at end of file
diff --git a/static/papers/webquilt-vis.json b/static/papers/webquilt-vis.json
index 7bec2f2..498ac3d 100644
--- a/static/papers/webquilt-vis.json
+++ b/static/papers/webquilt-vis.json
@@ -49,5 +49,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1556262.1556276"
 }
\ No newline at end of file
diff --git a/static/papers/webquilt.json b/static/papers/webquilt.json
index d179671..e20bee6 100644
--- a/static/papers/webquilt.json
+++ b/static/papers/webquilt.json
@@ -41,5 +41,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/502115.502118"
 }
\ No newline at end of file
diff --git a/static/papers/webzeitgeist.json b/static/papers/webzeitgeist.json
index 7659fbc..1fa92e0 100644
--- a/static/papers/webzeitgeist.json
+++ b/static/papers/webzeitgeist.json
@@ -52,5 +52,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2470654.2466420"
 }
\ No newline at end of file
diff --git a/static/papers/weighted-social-graphs.json b/static/papers/weighted-social-graphs.json
index 44d747b..3bc21e5 100644
--- a/static/papers/weighted-social-graphs.json
+++ b/static/papers/weighted-social-graphs.json
@@ -40,5 +40,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": null
 }
\ No newline at end of file
diff --git a/static/papers/whale-vis.json b/static/papers/whale-vis.json
index dc69b15..ab31cba 100644
--- a/static/papers/whale-vis.json
+++ b/static/papers/whale-vis.json
@@ -40,5 +40,6 @@
     }
   ],
   "materials": [],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1109/VIS54172.2023.00028"
 }
\ No newline at end of file
diff --git a/static/papers/when-ish-is-my-bus.json b/static/papers/when-ish-is-my-bus.json
index 92d4484..8ace989 100644
--- a/static/papers/when-ish-is-my-bus.json
+++ b/static/papers/when-ish-is-my-bus.json
@@ -44,5 +44,6 @@
       "link": "https://github.com/mjskay/when-ish-is-my-bus"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/2858036.2858558"
 }
\ No newline at end of file
diff --git a/static/papers/wrangler.json b/static/papers/wrangler.json
index 8529c0c..c8d995d 100644
--- a/static/papers/wrangler.json
+++ b/static/papers/wrangler.json
@@ -50,5 +50,6 @@
       "link": "http://vis.stanford.edu/wrangler"
     }
   ],
-  "tags": []
+  "tags": [],
+  "doi": "https://doi.org/10.1145/1978942.1979444"
 }
\ No newline at end of file
diff --git a/workflows/deploy.yml b/workflows/deploy.yml
index dfa5d85..c7a48c0 100644
--- a/workflows/deploy.yml
+++ b/workflows/deploy.yml
@@ -11,12 +11,6 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v4
 
-      # If you're using pnpm, add this step then change the commands and cache key below to use `pnpm`
-      # - name: Install pnpm
-      #   uses: pnpm/action-setup@v3
-      #   with:
-      #     version: 8
-
       - name: Install Node.js
         uses: actions/setup-node@v4
         with: