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Listwise Explanation of Embedding-Based Rankings via Semantic Chunk Grouping

Kim, Hyunkyu et al.
arXiv (All) · Papers
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information-retrieval
Dense embedding rankers score documents through contextual sentence- and passage-level representations, yet listwise explanation methods often attribute rankings to isolated words. We study this mismatch and introduce ChunkGroupSHAP, a listwise Shapley method that clusters semantically related chunk
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