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@negarempr
Postdoc @UCBerkeley @BerkeleySky |👩🏻💻Prev @google, @MSFTResearch, @SpotifyResearch | 📚@UWaterloo | Interested in Information Retrieval
AI
The authors report index sizes reduced by 5.3–9.3 times versus token-level models such as ColBERTv2.
AI
The presenter said COLM 2026’s Poster #72 was scheduled for the Imperial Ballroom from 11 a.m. to 1 p.m.
AI
The team says the search-agent module focuses on the first retrieval move, reporting about six times fewer agent search calls with the same BM25 index and agent loop.
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A study author reports an advantage of up to 37 points, with 4× fewer turns—and asks what systems researchers still need to solve as models improve.
