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Open-Weight Biology Assistants for Dataset-Centric Literature Triage

We study open-weight assistants that combine paper summaries, dataset cards and experiment context for biology teams.

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Open-Weight Biology Assistants for Dataset-Centric Literature Triagecurrent focus
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topic: 2work: 6author: 3community: 1
Drag to move the map, use wheel or controls to zoom.Selected work: Open-Weight Biology Assistants for Dataset-Centric Literature Triage
topicworkauthorcommunityOpen-Weight Biology Assis...Preprint / 2026Literature-Aware Retrieva...Journal Article / 2026Trust-Aware Feed Ranking ...Workshop Paper / 2024Multimodal Benchmark Cura...Journal Article / 2025Reproducible Paper-to-Cod...Journal Article / 2024Owen ChenPostdoctoral Resear...Dataset Provenance Across...Journal Article / 2024Sunwoo KimIndustry Research S...Sofia PetrovaComputational Biolo...MIT Literature SystemsinstitutionLarge Language Models7 worksComputational Biology5 works
worksignal 106 adjacent

Open-Weight Biology Assistants for Dataset-Centric Literature Triage

Preprint / 2026

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authorsignal 5
Owen ChenPostdoctoral Researcher
authorsignal 5
Sunwoo KimIndustry Research Scientist

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