Escaping Reasoning Basin Collapse with History-Biased Search
cs.AI
Submitted: 2026-09-01
Updated: 2026-09-27
Code: https://github.com/GitHubLuCheng/basin
Terminology
Sources
- Adaptive Stopping for Multi-Turn LLM Reasoning
- Self-Refine: Iterative Refinement with Self-Feedback
- Let's Verify Step by Step
- Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models
- Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models
- Diversity of Thought Improves Reasoning Abilities of LLMs
- Evaluating Large Language Models Trained on Code
- PAL: Program-aided Language Models
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
- GPT-4o System Card
- Qwen3 Technical Report
- gpt-oss-120b & gpt-oss-20b Model Card
- Qwen2.5 Technical Report
- The Llama 3 Herd of Models
- GPT-4 Technical Report
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