DeepScholar-Bench at COLM 2026: benchmarking AI-generated research synthesis
mrdrozdov · x · 2026-10-09
At COLM 2026, the author presents DeepScholar-Bench, a benchmark for evaluating the quality of AI-generated research synthesis (Poster #72, Imperial Ballroom). They also present a second paper on Multi-Agent Transactive Memory at the Lifelong Agents workshop, and are open to discussing search agents and deep research systems.
More from Research
- Interactive Alignment paper uses evolutionary game theory to test long-run AI alignment — sebkrier · 2026-10-09
- Flow matching enables accurate prediction of partially occupied crystal structures — CatAstro_Piyush · 2026-10-09
- LightOn built an OCR-and-layout-detector annotation pipeline to train document grounding — IgorCarron · 2026-10-09
- MC-PhysBench: leading video world models break physics within a few frames — CatAstro_Piyush · 2026-10-09
- Nobel-related paper publishes its full referee reports—and even top LLMs can't summarize them — joshgans · 2026-10-09
- Scientist: As AI Tries Everything Useful, Basic Science Is a Better Bet Than Ever — OdedRechavi · 2026-10-09