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20242026
most citedTraining Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning

2 citations · 4 across the 7 of their papers we have counts for

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cs.CL2025

Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning

Senjie Jin, Lu Chen, Zhiheng Xi +9

Natural language chain-of-thought (N-CoT) and Program chain-of-thought (P-CoT) have emerged as two primary paradigms for large language models (LLMs) to solve mathematical reasonin…

cs.CL2025

Causal Attention with Lookahead Keys

Zhuoqing Song, Peng Sun, Huizhuo Yuan +1

In standard causal attention, each token's query, key, and value (QKV) are static and encode only preceding context. We introduce CAuSal aTtention with Lookahead kEys (CASTLE), an…