GitHub - kaistAI/CoT-Collection: [Under Review] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning
Chain of Thought Reasoning without Prompting
https://t.co/75h2QQzT9M (NeurIPS 2024)
Chain of thought (CoT) reasoning ≠ CoT prompting. While the term "chain of thought" was popularized from prompting, it now primarily refers to the generation of step by step reasoning – the original meaning... See more
Denny Zhoux.com
Is Chain-of-Thought Reasoning of LLMs a Mirage?
... Our results reveal that CoT reasoning is a brittle mirage that vanishes when it is pushed beyond training distributions. This work offers a deeper understanding of why and when CoT reasoning fails, emphasizing the ongoing challenge of achieving genuine and... See more
New paper: What happens when an LLM reasons?
We created methods to interpret reasoning steps & their connections: resampling CoT, attention analysis, & suppressing attention
We discover thought anchors: key steps shaping everything else. Check our tool & unpack CoT yourself 🧵... See more
Paul Bogdanx.com