Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN

22 May 2025

Papers citing "Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN"

7 / 7 papers shown

Title
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence CalibrationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Zhitao He Sandeep Polisetty Zhiyuan Fan Yuchen Huang Shujin Wu Yi R. LRM 437 9 0 29 May 2025
Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation Yijia Luo Yulin Song Xingyao Zhang Jiaheng Liu Weixun Wang Gengru Chen Yuchi Xu Bo Zheng LRM 248 21 0 20 Mar 2025
LLM Braces: Straightening Out LLM Predictions with Relevant Sub-UpdatesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ying Shen Lifu Huang 299 2 0 20 Mar 2025
LIMO: Less is More for Reasoning Yixin Ye Zhen Huang Yang Xiao Ethan Chern Shijie Xia Pengfei Liu AIMat ReLM LRM 852 170 0 05 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li OffRL AI4TS LRM ReLM VLM 1.2K 5,342 0 22 Jan 2025
Latent Space Chain-of-Embedding Enables Output-free LLM Self-EvaluationInternational Conference on Learning Representations (ICLR), 2024 Yiming Wang Pei Zhang Baosong Yang Yang Li Rui Wang LRM 352 31 0 17 Oct 2024
Fast Transformer Decoding: One Write-Head is All You Need Noam M. Shazeer 576 634 0 06 Nov 2019