Added reproduction log entry for BM25 MS MARCO Passage Ranking #2600
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Major refactoring of indexing pipeline (IndexCollection, IndexHnswDenseVectors, and IndexInvertedDenseVectors), extracting common code paths into AbstractIndexer.
+ Refactored to create HnswDenseSearcher and InvertedDenseSearcher; these will provide Python bindings (later) + Refactored SearchHnswDenseVectors and SearchInvertedDenseVectors as wrappers to provide main + Improved test coverage
* add PrebuiltIndexHandler
* add a download progress bar
* add MD5 checksum checking
* add gzip and unzip tarball functionalities
* add corresponding unittests
Also added HNSW int8 regressions: works for cosDPR-distill, issues remain with OpenAI Ada2
+ Improved alignment between SearchCollection and dense vector search classes. + Aligned ScoredDoc and ScoredDocs (was previously ScoredDocuments) as container objects for Lucene results. + Searchers now use ScoredDoc instead of class-specific Result objects. + Tweaked SearchCollection args to use proper camelCasing. + Consolidated BaseSearcher class for basic ranked list post-processing functionality. + Increased test coverage.
…ings (#2318) Default of 2047 seems to be too aggressive for hops, getting OOM errors.
…and Sparse Representations Using Lucene" (#2317)
+ simplified parameters in cases where there are default (for BEIR) + moved "threads" parameter up closer to beginning of command (for indexing, all regressions)
+ dense searchers batch_search - change method signature to take queries, then qids - to be consistent with SimpleSearcher and SimpleImpactSearcher + dense searchers: refactor ThreadPoolExecutor to use try-with-resources, see #2579
Bumps [micromatch](https://github.com/micromatch/micromatch) from 4.0.5 to 4.0.8. - [Release notes](https://github.com/micromatch/micromatch/releases) - [Changelog](https://github.com/micromatch/micromatch/blob/master/CHANGELOG.md) - [Commits](micromatch/micromatch@4.0.5...4.0.8) --- updated-dependencies: - dependency-name: micromatch dependency-type: indirect ... Signed-off-by: dependabot[bot] <[email protected]> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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This pull request includes an update to the reproduction log for the BM25 MS MARCO Passage Ranking. The entry has been added to document the reproduction results for this specific baseline.
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