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Home/Authors/Laurent Charlin

Laurent Charlin

1 indexed paper

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Publications per year

1
26

Top categories

AI×1Info Retrieval×1

Frequent co-authors

Gaurav Sahu1×
Christopher Pal1×

Research Timeline

2026
Rethinking Literature Search Evaluation: Deep Research Helps, and Human Citation Lists Are Not a Ground Truth

The paper introduces a Deep Research pipeline that significantly improves literature search recall and demonstrates that human-curated citation lists are often unreliable and do not serve as a true ground truth for evaluation.

Highlighted terms show continued research focus across papers

Papers

cs.AIcs.IRRecentMay 28, 2026

Rethinking Literature Search Evaluation: Deep Research Helps, and Human Citation Lists Are Not a Ground Truth

Gaurav Sahu, Laurent Charlin, Christopher Pal

The paper introduces a Deep Research pipeline that significantly improves literature search recall and demonstrates that human-curated citation lists are often unreliable and do not serve as a true gr…

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