COLM 2026 Paper: Thought-Level Beam Search for Reasoning
heghbalz · x · 2026-08-15
The paper “Thought-Level Beam Search for Reasoning” has been accepted to COLM 2026. Unlike Self-Consistency and pruning-only approaches, Gambit actively reallocates test-time compute during generation, pruning low-scoring traces and branching from strong prefixes.
More from Research
- Open-Source Project Replicates Full LLM Training Pipeline in Pure PyTorch — thisguyknowsai · 2026-08-15
- Inside Gemma 4 E2B: 5B Params Running Like 2.3B — dejanseo · 2026-08-15
- Nof1 Paper Explores AI Adaptation and Long-Horizon Optimization — jparkerholder · 2026-08-15
- Socratic training makes AI models less people-pleasing — AnnaCiaunica · 2026-08-15
- New Paper Asks: Could a Computer Scientist Build a Brain? — KordingLab · 2026-08-15
- ACML2026 Asia-Pacific Music Intelligence Workshop Opens Call for Papers — affige_yang · 2026-08-15