forked from taishi-i/awesome-japanese-nlp-resources
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathawesome-japanese-nlp-resources.json
2771 lines (2771 loc) · 143 KB
/
awesome-japanese-nlp-resources.json
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
{
"version": "1.0.0",
"contents": {
"Python library": {
"https://github.com/WorksApplications/sudachi.rs": {
"sub_category": "Morphology analysis",
"repository_name": "sudachi.rs",
"user_name": "WorksApplications",
"description": "SudachiPy 0.6* and above are developed as Sudachi.rs."
},
"https://github.com/mocobeta/janome": {
"sub_category": "Morphology analysis",
"repository_name": "janome",
"user_name": "mocobeta",
"description": "Japanese morphological analysis engine written in pure Python"
},
"https://github.com/SamuraiT/mecab-python3": {
"sub_category": "Morphology analysis",
"repository_name": "mecab-python3",
"user_name": "SamuraiT",
"description": "mecab-python. mecab-python. you can find original version here:http://taku910.github.io/mecab/"
},
"https://github.com/ikegami-yukino/mecab": {
"sub_category": "Morphology analysis",
"repository_name": "mecab",
"user_name": "ikegami-yukino",
"description": "This repository is for building Windows 64-bit MeCab binary and improving MeCab Python binding."
},
"https://github.com/polm/fugashi": {
"sub_category": "Morphology analysis",
"repository_name": "fugashi",
"user_name": "polm",
"description": "A Cython MeCab wrapper for fast, pythonic Japanese tokenization and morphological analysis."
},
"https://github.com/taishi-i/nagisa": {
"sub_category": "Morphology analysis",
"repository_name": "nagisa",
"user_name": "taishi-i",
"description": "A Japanese tokenizer based on recurrent neural networks"
},
"https://github.com/ku-nlp/pyknp": {
"sub_category": "Morphology analysis",
"repository_name": "pyknp",
"user_name": "ku-nlp",
"description": "A Python Module for JUMAN++/KNP"
},
"https://github.com/chezou/Mykytea-python": {
"sub_category": "Morphology analysis",
"repository_name": "Mykytea-python",
"user_name": "chezou",
"description": "Python wrapper for KyTea"
},
"https://github.com/himkt/konoha": {
"sub_category": "Morphology analysis",
"repository_name": "konoha",
"user_name": "himkt",
"description": "Konoha: Simple wrapper of Japanese Tokenizers"
},
"https://github.com/buruzaemon/natto-py": {
"sub_category": "Morphology analysis",
"repository_name": "natto-py",
"user_name": "buruzaemon",
"description": "natto-py combines the Python programming language with MeCab, the part-of-speech and morphological analyzer for the Japanese language."
},
"https://github.com/ikegami-yukino/rakutenma-python": {
"sub_category": "Morphology analysis",
"repository_name": "rakutenma-python",
"user_name": "ikegami-yukino",
"description": "Rakuten MA (Python version)"
},
"https://github.com/daac-tools/python-vaporetto": {
"sub_category": "Morphology analysis",
"repository_name": "python-vaporetto",
"user_name": "daac-tools",
"description": "Vaporetto is a fast and lightweight pointwise prediction based tokenizer. This is a Python wrapper for Vaporetto."
},
"https://github.com/mkartawijaya/dango": {
"sub_category": "Morphology analysis",
"repository_name": "dango",
"user_name": "mkartawijaya",
"description": "An easy to use tokenizer for Japanese text, aimed at language learners and non-linguists"
},
"https://github.com/ku-nlp/rhoknp": {
"sub_category": "Morphology analysis",
"repository_name": "rhoknp",
"user_name": "ku-nlp",
"description": "Yet another Python binding for Juman++/KNP"
},
"https://github.com/daac-tools/python-vibrato": {
"sub_category": "Morphology analysis",
"repository_name": "python-vibrato",
"user_name": "daac-tools",
"description": "Viterbi-based accelerated tokenizer (Python wrapper)"
},
"https://github.com/megagonlabs/ginza": {
"sub_category": "Parsing",
"repository_name": "ginza",
"user_name": "megagonlabs",
"description": "A Japanese NLP Library using spaCy as framework based on Universal Dependencies"
},
"https://github.com/ikegami-yukino/cabocha": {
"sub_category": "Parsing",
"repository_name": "cabocha",
"user_name": "ikegami-yukino",
"description": "Yet Another Japanese Dependency Structure Analyzer"
},
"https://github.com/KoichiYasuoka/UniDic2UD": {
"sub_category": "Parsing",
"repository_name": "UniDic2UD",
"user_name": "KoichiYasuoka",
"description": "Tokenizer POS-tagger Lemmatizer and Dependency-parser for modern and contemporary Japanese"
},
"https://github.com/PKSHATechnology-Research/camphr": {
"sub_category": "Parsing",
"repository_name": "camphr",
"user_name": "PKSHATechnology-Research",
"description": "NLP libary for creating pipeline components"
},
"https://github.com/KoichiYasuoka/SuPar-UniDic": {
"sub_category": "Parsing",
"repository_name": "SuPar-UniDic",
"user_name": "KoichiYasuoka",
"description": "Tokenizer POS-tagger Lemmatizer and Dependency-parser for modern and contemporary Japanese with BERT models"
},
"https://github.com/masashi-y/depccg": {
"sub_category": "Parsing",
"repository_name": "depccg",
"user_name": "masashi-y",
"description": "A* CCG Parser with a Supertag and Dependency Factored Model"
},
"https://github.com/ku-nlp/bertknp": {
"sub_category": "Parsing",
"repository_name": "bertknp",
"user_name": "ku-nlp",
"description": "A Japanese dependency parser based on BERT"
},
"https://github.com/KoichiYasuoka/esupar": {
"sub_category": "Parsing",
"repository_name": "esupar",
"user_name": "KoichiYasuoka",
"description": "Tokenizer POS-Tagger and Dependency-parser with BERT/RoBERTa/DeBERTa models for Japanese and other languages"
},
"https://github.com/passaglia/yomikata": {
"sub_category": "Parsing",
"repository_name": "yomikata",
"user_name": "passaglia",
"description": "Heteronym disambiguation library using a fine-tuned BERT model."
},
"https://github.com/miurahr/pykakasi": {
"sub_category": "Converter",
"repository_name": "pykakasi",
"user_name": "miurahr",
"description": "Lightweight converter from Japanese Kana-kanji sentences into Kana-Roman."
},
"https://github.com/polm/cutlet": {
"sub_category": "Converter",
"repository_name": "cutlet",
"user_name": "polm",
"description": "Japanese to romaji converter in Python"
},
"https://github.com/shihono/alphabet2kana": {
"sub_category": "Converter",
"repository_name": "alphabet2kana",
"user_name": "shihono",
"description": "Convert English alphabet to Katakana"
},
"https://github.com/Greatdane/Convert-Numbers-to-Japanese": {
"sub_category": "Converter",
"repository_name": "Convert-Numbers-to-Japanese",
"user_name": "Greatdane",
"description": "Converts Arabic numerals, or 'western' style numbers, to a Japanese context."
},
"https://github.com/ikegami-yukino/mozcpy": {
"sub_category": "Converter",
"repository_name": "mozcpy",
"user_name": "ikegami-yukino",
"description": "Mozc for Python: Kana-Kanji converter"
},
"https://github.com/tachi-hi/jamorasep": {
"sub_category": "Converter",
"repository_name": "jamorasep",
"user_name": "tachi-hi",
"description": "Japanese text parser to separate Hiragana/Katakana string into morae (syllables)."
},
"https://github.com/korguchi/text2phoneme": {
"sub_category": "Converter",
"repository_name": "text2phoneme",
"user_name": "korguchi",
"description": "日本語文を音素列へ変換するスクリプト"
},
"https://github.com/ikegami-yukino/neologdn": {
"sub_category": "Preprocessor",
"repository_name": "neologdn",
"user_name": "ikegami-yukino",
"description": "Japanese text normalizer for mecab-neologd"
},
"https://github.com/ikegami-yukino/jaconv": {
"sub_category": "Preprocessor",
"repository_name": "jaconv",
"user_name": "ikegami-yukino",
"description": "Pure-Python Japanese character interconverter for Hiragana, Katakana, Hankaku, and Zenkaku"
},
"https://github.com/studio-ousia/mojimoji": {
"sub_category": "Preprocessor",
"repository_name": "mojimoji",
"user_name": "studio-ousia",
"description": "A fast converter between Japanese hankaku and zenkaku characters"
},
"https://github.com/ku-nlp/text-cleaning": {
"sub_category": "Preprocessor",
"repository_name": "text-cleaning",
"user_name": "ku-nlp",
"description": "A powerful text cleaner for Japanese web texts"
},
"https://github.com/HojiChar/HojiChar": {
"sub_category": "Preprocessor",
"repository_name": "HojiChar",
"user_name": "HojiChar",
"description": "複数の前処理を構成して管理するテキスト前処理ツール"
},
"https://github.com/megagonlabs/bunkai": {
"sub_category": "Sentence spliter",
"repository_name": "bunkai",
"user_name": "megagonlabs",
"description": "Sentence boundary disambiguation tool for Japanese texts (日本語文境界判定器)"
},
"https://github.com/hppRC/japanese-sentence-breaker": {
"sub_category": "Sentence spliter",
"repository_name": "japanese-sentence-breaker",
"user_name": "hppRC",
"description": "Japanese Sentence Breaker"
},
"https://github.com/ikegami-yukino/sengiri": {
"sub_category": "Sentence spliter",
"repository_name": "sengiri",
"user_name": "ikegami-yukino",
"description": "Yet another sentence-level tokenizer for the Japanese text"
},
"https://github.com/google/budoux": {
"sub_category": "Sentence spliter",
"repository_name": "budoux",
"user_name": "google",
"description": "Standalone. Small. Language-neutral. BudouX is the successor to Budou, the machine learning powered line break organizer tool."
},
"https://github.com/wwwcojp/ja_sentence_segmenter": {
"sub_category": "Sentence spliter",
"repository_name": "ja_sentence_segmenter",
"user_name": "wwwcojp",
"description": "japanese sentence segmentation library for python"
},
"https://github.com/mkartawijaya/hasami": {
"sub_category": "Sentence spliter",
"repository_name": "hasami",
"user_name": "mkartawijaya",
"description": "A tool to perform sentence segmentation on Japanese text"
},
"https://github.com/alinear-corp/kuzukiri": {
"sub_category": "Sentence spliter",
"repository_name": "kuzukiri",
"user_name": "alinear-corp",
"description": "Japanese Text Segmenter for Python written in Rust"
},
"https://github.com/hkiyomaru/ja-senter-benchmark": {
"sub_category": "Sentence spliter",
"repository_name": "ja-senter-benchmark",
"user_name": "hkiyomaru",
"description": "Comparison of Japanese Sentence Segmentation Tools"
},
"https://github.com/ikegami-yukino/oseti": {
"sub_category": "Sentiment analysis",
"repository_name": "oseti",
"user_name": "ikegami-yukino",
"description": "Dictionary based Sentiment Analysis for Japanese"
},
"https://github.com/liaoziyang/negapoji": {
"sub_category": "Sentiment analysis",
"repository_name": "negapoji",
"user_name": "liaoziyang",
"description": "Japanese negative positive classification.日本語文書のネガポジを判定。"
},
"https://github.com/ikegami-yukino/pymlask": {
"sub_category": "Sentiment analysis",
"repository_name": "pymlask",
"user_name": "ikegami-yukino",
"description": "Emotion analyzer for Japanese text"
},
"https://github.com/Hironsan/asari": {
"sub_category": "Sentiment analysis",
"repository_name": "asari",
"user_name": "Hironsan",
"description": "Japanese sentiment analyzer implemented in Python."
},
"https://github.com/MorinoseiMorizo/jparacrawl-finetune": {
"sub_category": "Machine translation",
"repository_name": "jparacrawl-finetune",
"user_name": "MorinoseiMorizo",
"description": "An example usage of JParaCrawl pre-trained Neural Machine Translation (NMT) models."
},
"https://github.com/Mao-KU/JASS": {
"sub_category": "Machine translation",
"repository_name": "JASS",
"user_name": "Mao-KU",
"description": "JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation (LREC2020) & Linguistically Driven Multi-Task Pre-Training for Low-Resource Neural Machine Translation (ACM TALLIP)"
},
"https://github.com/cl-tohoku/PheMT": {
"sub_category": "Machine translation",
"repository_name": "PheMT",
"user_name": "cl-tohoku",
"description": "A phenomenon-wise evaluation dataset for Japanese-English machine translation robustness. The dataset is based on the MTNT dataset, with additional annotations of four linguistic phenomena; Proper Noun, Abbreviated Noun, Colloquial Expression, and Variant. COLING 2020."
},
"https://github.com/ku-nlp/VISA": {
"sub_category": "Machine translation",
"repository_name": "VISA",
"user_name": "ku-nlp",
"description": "An ambiguous subtitles dataset for visual scene-aware machine translation"
},
"https://github.com/chakki-works/namaco": {
"sub_category": "Named entity recognition",
"repository_name": "namaco",
"user_name": "chakki-works",
"description": "Character Based Named Entity Recognition."
},
"https://github.com/chakki-works/entitypedia": {
"sub_category": "Named entity recognition",
"repository_name": "entitypedia",
"user_name": "chakki-works",
"description": "Entitypedia is an Extended Named Entity Dictionary from Wikipedia."
},
"https://github.com/ken11/noyaki": {
"sub_category": "Named entity recognition",
"repository_name": "noyaki",
"user_name": "ken11",
"description": "Converts character span label information to tokenized text-based label information."
},
"https://github.com/ken11/bert-japanese-ner-finetuning": {
"sub_category": "Named entity recognition",
"repository_name": "bert-japanese-ner-finetuning",
"user_name": "ken11",
"description": "Code to perform finetuning of the BERT model. BERTモデルのファインチューニングで固有表現抽出用タスクのモデルを作成・使用するサンプルです"
},
"https://github.com/aih-uth/joint-information-extraction-hs": {
"sub_category": "Named entity recognition",
"repository_name": "joint-information-extraction-hs",
"user_name": "aih-uth",
"description": "詳細なアノテーション基準に基づく症例報告コーパスからの固有表現及び関係の抽出精度の推論を行うコード"
},
"https://github.com/kha-white/manga-ocr": {
"sub_category": "OCR",
"repository_name": "manga-ocr",
"user_name": "kha-white",
"description": "About Optical character recognition for Japanese text, with the main focus being Japanese manga"
},
"https://github.com/kha-white/mokuro": {
"sub_category": "OCR",
"repository_name": "mokuro",
"user_name": "kha-white",
"description": "Read Japanese manga inside browser with selectable text."
},
"https://github.com/yas-sim/handwritten-japanese-ocr": {
"sub_category": "OCR",
"repository_name": "handwritten-japanese-ocr",
"user_name": "yas-sim",
"description": "Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit"
},
"https://github.com/tanreinama/OCR_Japanease": {
"sub_category": "OCR",
"repository_name": "OCR_Japanease",
"user_name": "tanreinama",
"description": "日本語OCR"
},
"https://github.com/ndl-lab/ndlocr_cli": {
"sub_category": "OCR",
"repository_name": "ndlocr_cli",
"user_name": "ndl-lab",
"description": "NDLOCRのアプリケーション"
},
"https://github.com/clovaai/donut": {
"sub_category": "OCR",
"repository_name": "donut",
"user_name": "clovaai",
"description": "Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022"
},
"https://github.com/ttop32/JMTrans": {
"sub_category": "OCR",
"repository_name": "JMTrans",
"user_name": "ttop32",
"description": "get japanese manga from url to translate manga image"
},
"https://github.com/ducanh841988/Kindai-OCR": {
"sub_category": "OCR",
"repository_name": "Kindai-OCR",
"user_name": "ducanh841988",
"description": "OCR system for recognizing modern Japanese magazines"
},
"https://github.com/ndl-lab/text_recognition": {
"sub_category": "OCR",
"repository_name": "text_recognition",
"user_name": "ndl-lab",
"description": "NDLOCR用テキスト認識モジュール"
},
"https://github.com/yahoojapan/JGLUE": {
"sub_category": "Tool for pretrained models",
"repository_name": "JGLUE",
"user_name": "yahoojapan",
"description": "JGLUE: Japanese General Language Understanding Evaluation"
},
"https://github.com/megagonlabs/ginza-transformers": {
"sub_category": "Tool for pretrained models",
"repository_name": "ginza-transformers",
"user_name": "megagonlabs",
"description": "Use custom tokenizers in spacy-transformers"
},
"https://github.com/Jinyamyzk/t5_japanese_dialogue_generation": {
"sub_category": "Tool for pretrained models",
"repository_name": "t5_japanese_dialogue_generation",
"user_name": "Jinyamyzk",
"description": "T5による会話生成"
},
"https://github.com/Masao-Taketani/japanese_text_classification": {
"sub_category": "Tool for pretrained models",
"repository_name": "japanese_text_classification",
"user_name": "Masao-Taketani",
"description": "To investigate various DNN text classifiers including MLP, CNN, RNN, BERT approaches."
},
"https://github.com/izuna385/Japanese-BERT-Sentiment-Analyzer": {
"sub_category": "Tool for pretrained models",
"repository_name": "Japanese-BERT-Sentiment-Analyzer",
"user_name": "izuna385",
"description": "Deploying sentiment analysis server with FastAPI and BERT"
},
"https://github.com/minhpqn/jmlm_scoring": {
"sub_category": "Tool for pretrained models",
"repository_name": "jmlm_scoring",
"user_name": "minhpqn",
"description": "Masked Language Model-based Scoring for Japanese and Vietnamese"
},
"https://github.com/shunk031/allennlp-shiba-model": {
"sub_category": "Tool for pretrained models",
"repository_name": "allennlp-shiba-model",
"user_name": "shunk031",
"description": "AllenNLP integration for Shiba: Japanese CANINE model"
},
"https://github.com/shihono/evaluate_japanese_w2v": {
"sub_category": "Tool for pretrained models",
"repository_name": "evaluate_japanese_w2v",
"user_name": "shihono",
"description": "script to evaluate pre-trained Japanese word2vec model on Japanese similarity dataset"
},
"https://github.com/jonnyli1125/gector-ja": {
"sub_category": "Tool for pretrained models",
"repository_name": "gector-ja",
"user_name": "jonnyli1125",
"description": "BERT-based GEC tagging for Japanese"
},
"https://github.com/tanreinama/Japanese-BPEEncoder": {
"sub_category": "Tool for pretrained models",
"repository_name": "Japanese-BPEEncoder",
"user_name": "tanreinama",
"description": "Japanese-BPEEncoder"
},
"https://github.com/tanreinama/Japanese-BPEEncoder_V2": {
"sub_category": "Tool for pretrained models",
"repository_name": "Japanese-BPEEncoder_V2",
"user_name": "tanreinama",
"description": "Japanese-BPEEncoder Version 2"
},
"https://github.com/youichiro/transformer-copy": {
"sub_category": "Tool for pretrained models",
"repository_name": "transformer-copy",
"user_name": "youichiro",
"description": "日本語文法誤り訂正ツール"
},
"https://github.com/rinnakk/japanese-stable-diffusion": {
"sub_category": "Tool for pretrained models",
"repository_name": "japanese-stable-diffusion",
"user_name": "rinnakk",
"description": "Japanese Stable Diffusion is a Japanese specific latent text-to-image diffusion model capable of generating photo-realistic images given any text input."
},
"https://github.com/taishi-i/nagisa_bert": {
"sub_category": "Tool for pretrained models",
"repository_name": "nagisa_bert",
"user_name": "taishi-i",
"description": "A BERT model for nagisa"
},
"https://github.com/rinnakk/prefix-tuning-gpt": {
"sub_category": "Tool for pretrained models",
"repository_name": "prefix-tuning-gpt",
"user_name": "rinnakk",
"description": "Example code for prefix-tuning GPT/GPT-NeoX models and for inference with trained prefixes"
},
"https://github.com/nobu-g/JGLUE-benchmark": {
"sub_category": "Tool for pretrained models",
"repository_name": "JGLUE-benchmark",
"user_name": "nobu-g",
"description": "Training and evaluation scripts for JGLUE, a Japanese language understanding benchmark"
},
"https://github.com/rskmoi/namedivider-python": {
"sub_category": null,
"repository_name": "namedivider-python",
"user_name": "rskmoi",
"description": "A tool for dividing the Japanese full name into a family name and a given name."
},
"https://github.com/ikegami-yukino/asa-python": {
"sub_category": null,
"repository_name": "asa-python",
"user_name": "ikegami-yukino",
"description": "A curated list of resources dedicated to Python libraries of NLP for Japanese"
},
"https://github.com/Takeuchi-Lab-LM/python_asa": {
"sub_category": null,
"repository_name": "python_asa",
"user_name": "Takeuchi-Lab-LM",
"description": "python版日本語意味役割付与システム（ASA）"
},
"https://github.com/taishi-i/toiro": {
"sub_category": null,
"repository_name": "toiro",
"user_name": "taishi-i",
"description": "A comparison tool of Japanese tokenizers"
},
"https://github.com/yagays/ja-timex": {
"sub_category": null,
"repository_name": "ja-timex",
"user_name": "yagays",
"description": "自然言語で書かれた時間情報表現を抽出/規格化するルールベースの解析器"
},
"https://github.com/Kensuke-Mitsuzawa/JapaneseTokenizers": {
"sub_category": null,
"repository_name": "JapaneseTokenizers",
"user_name": "Kensuke-Mitsuzawa",
"description": "A set of metrics for feature selection from text data"
},
"https://github.com/kajyuuen/daaja": {
"sub_category": null,
"repository_name": "daaja",
"user_name": "kajyuuen",
"description": "This repository has implementations of data augmentation for NLP for Japanese."
},
"https://github.com/accel-brain/accel-brain-code": {
"sub_category": null,
"repository_name": "accel-brain-code",
"user_name": "accel-brain",
"description": "The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation net…"
},
"https://github.com/ku-nlp/kyoto-reader": {
"sub_category": null,
"repository_name": "kyoto-reader",
"user_name": "ku-nlp",
"description": "A processor for KyotoCorpus, KWDLC, and AnnotatedFKCCorpus"
},
"https://github.com/takapy0210/nlplot": {
"sub_category": null,
"repository_name": "nlplot",
"user_name": "takapy0210",
"description": "Visualization Module for Natural Language Processing"
},
"https://github.com/kanjirz50/rake-ja": {
"sub_category": null,
"repository_name": "rake-ja",
"user_name": "kanjirz50",
"description": "Rapid Automatic Keyword Extraction algorithm for Japanese"
},
"https://github.com/izuna385/jel": {
"sub_category": null,
"repository_name": "jel",
"user_name": "izuna385",
"description": "Japanese Entity Linker."
},
"https://github.com/sociocom/MedNER-J": {
"sub_category": null,
"repository_name": "MedNER-J",
"user_name": "sociocom",
"description": "Latest version of MedEX/J (Japanese disease name extractor)"
},
"https://github.com/ikegami-yukino/zunda-python": {
"sub_category": null,
"repository_name": "zunda-python",
"user_name": "ikegami-yukino",
"description": "Zunda: Japanese Enhanced Modality Analyzer client for Python."
},
"https://github.com/cl-tohoku/AIO2_DPR_baseline": {
"sub_category": null,
"repository_name": "AIO2_DPR_baseline",
"user_name": "cl-tohoku",
"description": "https://www.nlp.ecei.tohoku.ac.jp/projects/aio/"
},
"https://github.com/cl-tohoku/showcase": {
"sub_category": null,
"repository_name": "showcase",
"user_name": "cl-tohoku",
"description": "A PyTorch implementation of the Japanese Predicate-Argument Structure (PAS) analyser presented in the paper of Matsubayashi & Inui (2018) with some improvements."
},
"https://github.com/rixwew/darts-clone-python": {
"sub_category": null,
"repository_name": "darts-clone-python",
"user_name": "rixwew",
"description": "Darts-clone python binding"
},
"https://github.com/megagonlabs/jrte-corpus_example": {
"sub_category": null,
"repository_name": "jrte-corpus_example",
"user_name": "megagonlabs",
"description": "Example codes for Japanese Realistic Textual Entailment Corpus"
},
"https://github.com/megagonlabs/desuwa": {
"sub_category": null,
"repository_name": "desuwa",
"user_name": "megagonlabs",
"description": "Feature annotator to morphemes and phrases based on KNP rule files (pure-Python)"
},
"https://github.com/Hironsan/HotPepperGourmetDialogue": {
"sub_category": null,
"repository_name": "HotPepperGourmetDialogue",
"user_name": "Hironsan",
"description": "Restaurant Search System through Dialogue in Japanese."
},
"https://github.com/upura/nlp-recipes-ja": {
"sub_category": null,
"repository_name": "nlp-recipes-ja",
"user_name": "upura",
"description": "Samples codes for natural language processing in Japanese"
},
"https://github.com/olsgaard/Japanese_nlp_scripts": {
"sub_category": null,
"repository_name": "Japanese_nlp_scripts",
"user_name": "olsgaard",
"description": "Small example scripts for working with Japanese texts in Python"
},
"https://github.com/sociocom/DNorm-J": {
"sub_category": null,
"repository_name": "DNorm-J",
"user_name": "sociocom",
"description": "Japanese version of DNorm"
},
"https://github.com/ku-nlp/pyknp-eventgraph": {
"sub_category": null,
"repository_name": "pyknp-eventgraph",
"user_name": "ku-nlp",
"description": "EventGraph is a development platform for high-level NLP applications in Japanese."
},
"https://github.com/ku-nlp/ishi": {
"sub_category": null,
"repository_name": "ishi",
"user_name": "ku-nlp",
"description": "Ishi: A volition classifier for Japanese"
},
"https://github.com/musyoku/python-npylm": {
"sub_category": null,
"repository_name": "python-npylm",
"user_name": "musyoku",
"description": "ベイズ階層言語モデルによる教師なし形態素解析"
},
"https://github.com/musyoku/python-npycrf": {
"sub_category": null,
"repository_name": "python-npycrf",
"user_name": "musyoku",
"description": "条件付確率場とベイズ階層言語モデルの統合による半教師あり形態素解析"
},
"https://github.com/musyoku/unsupervised-pos-tagging": {
"sub_category": null,
"repository_name": "unsupervised-pos-tagging",
"user_name": "musyoku",
"description": "教師なし品詞タグ推定"
},
"https://github.com/cocodrips/negima": {
"sub_category": null,
"repository_name": "negima",
"user_name": "cocodrips",
"description": "Negima is a Python package to extract phrases in Japanese text by using the part-of-speeches based rules you defined."
},
"https://github.com/neilctwu/YouyakuMan": {
"sub_category": null,
"repository_name": "YouyakuMan",
"user_name": "neilctwu",
"description": "Extractive summarizer using BertSum as summarization model"
},
"https://github.com/takumakanari/japanese-numbers-python": {
"sub_category": null,
"repository_name": "japanese-numbers-python",
"user_name": "takumakanari",
"description": "A parser for Japanese number (Kanji, arabic) in the natural language."
},
"https://github.com/itayperl/kantan": {
"sub_category": null,
"repository_name": "kantan",
"user_name": "itayperl",
"description": "Lookup japanese words by radical patterns"
},
"https://github.com/knok/make-meidai-dialogue": {
"sub_category": null,
"repository_name": "make-meidai-dialogue",
"user_name": "knok",
"description": "Get Japanese dialogue corpus"
},
"https://github.com/ryuryukke/japanese_summarizer": {
"sub_category": null,
"repository_name": "japanese_summarizer",
"user_name": "ryuryukke",
"description": "A summarizer for Japanese articles."
},
"https://github.com/letuananh/chirptext": {
"sub_category": null,
"repository_name": "chirptext",
"user_name": "letuananh",
"description": "ChirpText is a collection of text processing tools for Python."
},
"https://github.com/alvations/yubin": {
"sub_category": null,
"repository_name": "yubin",
"user_name": "alvations",
"description": "Japanese Address Munger"
},
"https://github.com/hppRC/jawiki-cleaner": {
"sub_category": null,
"repository_name": "jawiki-cleaner",
"user_name": "hppRC",
"description": "Japanese Wikipedia Cleaner"
},
"https://github.com/iory/japanese2phoneme": {
"sub_category": null,
"repository_name": "japanese2phoneme",
"user_name": "iory",
"description": "A python library to convert Japanese to phoneme."
},
"https://github.com/arusl/anlp_nlp2021_d3-1": {
"sub_category": null,
"repository_name": "anlp_nlp2021_d3-1",
"user_name": "arusl",
"description": "This repository contains codes related to the experiments in \"An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text Classification\""
},
"https://github.com/shibuiwilliam/aozora_classification": {
"sub_category": null,
"repository_name": "aozora_classification",
"user_name": "shibuiwilliam",
"description": "About"
},
"https://github.com/borh/aozora-corpus-generator": {
"sub_category": null,
"repository_name": "aozora-corpus-generator",
"user_name": "borh",
"description": "Generates plain or tokenized text files from the Aozora Bunko"
},
"https://github.com/jiali-ms/JLM": {
"sub_category": null,
"repository_name": "JLM",
"user_name": "jiali-ms",
"description": "A fast LSTM Language Model for large vocabulary language like Japanese and Chinese"
},
"https://github.com/m3yrin/NTM": {
"sub_category": null,
"repository_name": "NTM",
"user_name": "m3yrin",
"description": "Testing of Neural Topic Modeling for Japanese articles"
},
"https://github.com/Machine-Learning-Tokyo/EN-JP-ML-Lexicon": {
"sub_category": null,
"repository_name": "EN-JP-ML-Lexicon",
"user_name": "Machine-Learning-Tokyo",
"description": "This is a English-Japanese lexicon for Machine Learning and Deep Learning terminology."
},
"https://github.com/discus0434/text-generation": {
"sub_category": null,
"repository_name": "text-generation",
"user_name": "discus0434",
"description": "Easy-to-use scripts to fine-tune GPT-2-JA with your own texts, to generate sentences, and to tweet them automatically."
},
"https://github.com/yuyay/chainer_nic": {
"sub_category": null,
"repository_name": "chainer_nic",
"user_name": "yuyay",
"description": "Neural Image Caption (NIC) on chainer, its pretrained models on English and Japanese image caption datasets."
},
"https://github.com/JetRunner/unihan-lm": {
"sub_category": null,
"repository_name": "unihan-lm",
"user_name": "JetRunner",
"description": "The official repository for \"UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database\", AACL-IJCNLP 2020"
},
"https://github.com/ken11/mbart-finetuning": {
"sub_category": null,
"repository_name": "mbart-finetuning",
"user_name": "ken11",
"description": "Code to perform finetuning of the mBART model."
},
"https://github.com/sarulab-speech/xvector_jtubespeech": {
"sub_category": null,
"repository_name": "xvector_jtubespeech",
"user_name": "sarulab-speech",
"description": "xvector model on jtubespeech"
},
"https://github.com/shogo82148/TinySegmenterMaker": {
"sub_category": null,
"repository_name": "TinySegmenterMaker",
"user_name": "shogo82148",
"description": "TinySegmenter用の学習モデルを自作するためのツール．"
},
"https://github.com/shogo82148/Grongish": {
"sub_category": null,
"repository_name": "Grongish",
"user_name": "shogo82148",
"description": "日本語とグロンギ語の相互変換スクリプト"
},
"https://github.com/aocattleya/WordCloud-Japanese": {
"sub_category": null,
"repository_name": "WordCloud-Japanese",
"user_name": "aocattleya",
"description": "WordCloudでの日本語文章をMecab（形態素解析エンジン）を使用せずに形態素解析チックな表示を実現するスクリプト"
},
"https://github.com/hiraokusky/snark": {
"sub_category": null,
"repository_name": "snark",
"user_name": "hiraokusky",
"description": "日本語ワードネットを利用したDBアクセスライブラリ"
},
"https://github.com/mkan0141/toEmoji": {
"sub_category": null,
"repository_name": "toEmoji",
"user_name": "mkan0141",
"description": "日本語文を絵文字だけの文に変換するなにか"
},
"https://github.com/kanjirz50/termextract": {
"sub_category": null,
"repository_name": "termextract",
"user_name": "kanjirz50",
"description": "専門用語抽出アルゴリズムの実装の練習"
},
"https://github.com/TUT-SLP-lab/JDT-with-KenLM-scoring": {
"sub_category": null,
"repository_name": "JDT-with-KenLM-scoring",
"user_name": "TUT-SLP-lab",
"description": "Japanese-Dialog-Transformerの応答候補に対して、KenLMによるN-gram言語モデルでスコアリングし、フィルタリング若しくはリランキングを行う。"
},
"https://github.com/KentoW/mixture-of-unigram-model": {
"sub_category": null,
"repository_name": "mixture-of-unigram-model",
"user_name": "KentoW",
"description": "Mixture of Unigram Model and Infinite Mixture of Unigram Model in Python. (混合ユニグラムモデルと無限混合ユニグラムモデル)"
},
"https://github.com/KentoW/hidden-markov-model": {
"sub_category": null,
"repository_name": "hidden-markov-model",
"user_name": "KentoW",
"description": "Hidden Markov Model (HMM) and Infinite Hidden Markov Model (iHMM) in Python. (隠れマルコフモデルと無限隠れマルコフモデル)"
},
"https://github.com/KentoW/Ngram-language-model": {
"sub_category": null,
"repository_name": "Ngram-language-model",
"user_name": "KentoW",
"description": "Ngram language model in Python. (Nグラム言語モデル)"
},
"https://github.com/JeanMaximilienCadic/ASRDeepSpeech": {
"sub_category": null,
"repository_name": "ASRDeepSpeech",
"user_name": "JeanMaximilienCadic",
"description": "Automatic Speech Recognition with deepspeech2 model in pytorch with support from Zakuro AI."
},
"https://github.com/yohokuno/neural_ime": {
"sub_category": null,
"repository_name": "neural_ime",
"user_name": "yohokuno",
"description": "Neural IME: Neural Input Method Engine"
},
"https://github.com/Kyubyong/neural_japanese_transliterator": {
"sub_category": null,
"repository_name": "neural_japanese_transliterator",
"user_name": "Kyubyong",
"description": "Can neural networks transliterate Romaji into Japanese correctly?"
},
"https://github.com/SamuraiT/tinysegmenter": {
"sub_category": null,
"repository_name": "tinysegmenter",
"user_name": "SamuraiT",
"description": "tokenizer specified for Japanese"
},
"https://github.com/chck/AugLy-jp": {
"sub_category": null,
"repository_name": "AugLy-jp",
"user_name": "chck",
"description": "Data Augmentation for Japanese Text on AugLy"
},
"https://github.com/Mumumu4/furigana4epub": {
"sub_category": null,
"repository_name": "furigana4epub",
"user_name": "Mumumu4",
"description": "A Python script for adding furigana to Japanese epub books using Mecab and Unidic."
},
"https://github.com/SmashinFries/PyKatsuyou": {
"sub_category": null,
"repository_name": "PyKatsuyou",
"user_name": "SmashinFries",
"description": "Japanese verb/adjective inflections tool"
},
"https://github.com/t-sagara/jageocoder": {
"sub_category": null,
"repository_name": "jageocoder",
"user_name": "t-sagara",
"description": "Pure Python Japanese address geocoder"
},
"https://github.com/geonlp-platform/pygeonlp": {
"sub_category": null,
"repository_name": "pygeonlp",
"user_name": "geonlp-platform",
"description": "pygeonlp, A python module for geotagging Japanese texts."
},
"https://github.com/yoriyuki/nksnd": {
"sub_category": null,
"repository_name": "nksnd",
"user_name": "yoriyuki",
"description": "New kana-kanji conversion engine"
},
"https://github.com/racerandom/JaMIE": {
"sub_category": null,
"repository_name": "JaMIE",
"user_name": "racerandom",
"description": "A Japanese Medical Information Extraction Toolkit"
},
"https://github.com/GINK03/fasttext-vs-word2vec-on-twitter-data": {
"sub_category": null,
"repository_name": "fasttext-vs-word2vec-on-twitter-data",
"user_name": "GINK03",
"description": "fasttextとword2vecの比較と、実行スクリプト、学習スクリプトです"
},
"https://github.com/GINK03/minimal-search-engine": {
"sub_category": null,
"repository_name": "minimal-search-engine",
"user_name": "GINK03",
"description": "最小のサーチエンジン/PageRank/tf-idf"
},
"https://github.com/GINK03/5ch-analysis": {
"sub_category": null,
"repository_name": "5ch-analysis",
"user_name": "GINK03",
"description": "5chの過去ログをスクレイピングして、過去流行った単語(ex, 香具師, orz)などを追跡調査"
},
"https://github.com/tatHi/tweet_extructor": {
"sub_category": null,
"repository_name": "tweet_extructor",
"user_name": "tatHi",
"description": "Twitter日本語評判分析データセットのためのツイートダウンローダ"
},
"https://github.com/hkiyomaru/japanese-word-aggregation": {
"sub_category": null,
"repository_name": "japanese-word-aggregation",
"user_name": "hkiyomaru",
"description": "Aggregating Japanese words based on Juman++ and ConceptNet5.5"
},
"https://github.com/hkiyomaru/jinf": {
"sub_category": null,
"repository_name": "jinf",
"user_name": "hkiyomaru",
"description": "A Japanese inflection converter"
},
"https://github.com/ku-nlp/kwja": {
"sub_category": null,
"repository_name": "kwja",
"user_name": "ku-nlp",
"description": "A unified language analyzer for Japanese"
},
"https://github.com/Ryutaro-A/mlm-scoring-transformers": {
"sub_category": null,
"repository_name": "mlm-scoring-transformers",
"user_name": "Ryutaro-A",
"description": "Reproduced package based on Masked Language Model Scoring (ACL2020)."
},
"https://github.com/Japanese-Image-Captioning/ClipCap-for-Japanese": {
"sub_category": null,
"repository_name": "ClipCap-for-Japanese",
"user_name": "Japanese-Image-Captioning",
"description": "[PyTorch] ClipCap for Japanese"
},
"https://github.com/Japanese-Image-Captioning/SAT-for-Japanese": {
"sub_category": null,
"repository_name": "SAT-for-Japanese",
"user_name": "Japanese-Image-Captioning",
"description": "[PyTorch] Show, Attend and Tell for Japanese"
},
"https://github.com/cihai/cihai": {
"sub_category": null,
"repository_name": "cihai",
"user_name": "cihai",
"description": "Python library for CJK (Chinese, Japanese, and Korean) language dictionary"
},
"https://github.com/6gsn/marine": {
"sub_category": null,
"repository_name": "marine",
"user_name": "6gsn",
"description": "MARINE : Multi-task leaRnIng-based JapaNese accent Estimation"
},
"https://github.com/sarulab-speech/whisper-asr-finetune": {
"sub_category": null,
"repository_name": "whisper-asr-finetune",
"user_name": "sarulab-speech",
"description": "Finetuning Whisper ASR model"
},
"https://github.com/CjangCjengh/japanese_chatbot": {
"sub_category": null,
"repository_name": "japanese_chatbot",
"user_name": "CjangCjengh",
"description": "A PyTorch Implementation of japanese chatbot using BERT and Transformer's decoder"
},