SynAdapt: Learning Adaptive Reasoning in Large Language Models via Synthetic Continuous Chain-of-Thought
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Wang, Jianwei, Wu, Ziming, Lai, Fuming, Lian, Shaobing, Zeng, Ziqian |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
DART: Distilling Autoregressive Reasoning to Silent Thought
par: Jiang, Nan, et autres
Publié: (2025)
par: Jiang, Nan, et autres
Publié: (2025)
DiffuSpeech: Silent Thought, Spoken Answer via Unified Speech-Text Diffusion
par: Lou, Yuxuan, et autres
Publié: (2026)
par: Lou, Yuxuan, et autres
Publié: (2026)
MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards
par: Shen, Zhiyu, et autres
Publié: (2026)
par: Shen, Zhiyu, et autres
Publié: (2026)
RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior
par: Yang, Junyao, et autres
Publié: (2025)
par: Yang, Junyao, et autres
Publié: (2025)
Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding
par: Liu, Tianqiao, et autres
Publié: (2024)
par: Liu, Tianqiao, et autres
Publié: (2024)
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models
par: Ye, Jiacheng, et autres
Publié: (2024)
par: Ye, Jiacheng, et autres
Publié: (2024)
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
par: Zhu, Zihao, et autres
Publié: (2025)
par: Zhu, Zihao, et autres
Publié: (2025)
CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning
par: Pan, Jianfeng, et autres
Publié: (2025)
par: Pan, Jianfeng, et autres
Publié: (2025)
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning
par: Chang, Wen-Yu, et autres
Publié: (2024)
par: Chang, Wen-Yu, et autres
Publié: (2024)
Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models
par: Chen, Qiguang, et autres
Publié: (2025)
par: Chen, Qiguang, et autres
Publié: (2025)
Policy Frameworks for Transparent Chain-of-Thought Reasoning in Large Language Models
par: Chen, Yihang, et autres
Publié: (2025)
par: Chen, Yihang, et autres
Publié: (2025)
Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
par: Cui, Yingqian, et autres
Publié: (2025)
par: Cui, Yingqian, et autres
Publié: (2025)
Toward Adaptive Reasoning in Large Language Models with Thought Rollback
par: Chen, Sijia, et autres
Publié: (2024)
par: Chen, Sijia, et autres
Publié: (2024)
Applying Large Language Models and Chain-of-Thought for Automatic Scoring
par: Lee, Gyeong-Geon, et autres
Publié: (2023)
par: Lee, Gyeong-Geon, et autres
Publié: (2023)
Reasoning Beyond Chain-of-Thought: A Latent Computational Mode in Large Language Models
par: He, Zhenghao, et autres
Publié: (2026)
par: He, Zhenghao, et autres
Publié: (2026)
NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models
par: Xu, Ancheng, et autres
Publié: (2024)
par: Xu, Ancheng, et autres
Publié: (2024)
COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models
par: Fayyazi, Arya, et autres
Publié: (2026)
par: Fayyazi, Arya, et autres
Publié: (2026)
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
par: Jiang, Fengqing, et autres
Publié: (2025)
par: Jiang, Fengqing, et autres
Publié: (2025)
Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought
par: Lee, Jooyoung, et autres
Publié: (2024)
par: Lee, Jooyoung, et autres
Publié: (2024)
To Reason or Not to: Selective Chain-of-Thought in Medical Question Answering
par: Zhan, Zaifu, et autres
Publié: (2026)
par: Zhan, Zaifu, et autres
Publié: (2026)
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction
par: Wang, Jianwei, et autres
Publié: (2024)
par: Wang, Jianwei, et autres
Publié: (2024)
Multimodal Chain-of-Thought Reasoning in Language Models
par: Zhang, Zhuosheng, et autres
Publié: (2023)
par: Zhang, Zhuosheng, et autres
Publié: (2023)
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
par: Shen, Maohao, et autres
Publié: (2025)
par: Shen, Maohao, et autres
Publié: (2025)
Enhancing Depression Detection with Chain-of-Thought Prompting: From Emotion to Reasoning Using Large Language Models
par: Teng, Shiyu, et autres
Publié: (2025)
par: Teng, Shiyu, et autres
Publié: (2025)
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
par: Li, Feiyang, et autres
Publié: (2025)
par: Li, Feiyang, et autres
Publié: (2025)
Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought
par: Li, Zaijing, et autres
Publié: (2024)
par: Li, Zaijing, et autres
Publié: (2024)
Learning Adaptive Parallel Reasoning with Language Models
par: Pan, Jiayi, et autres
Publié: (2025)
par: Pan, Jiayi, et autres
Publié: (2025)
Long Chain-of-Thought Reasoning Across Languages
par: Barua, Josh, et autres
Publié: (2025)
par: Barua, Josh, et autres
Publié: (2025)
Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
par: Li, Bowen, et autres
Publié: (2026)
par: Li, Bowen, et autres
Publié: (2026)
SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models
par: Fleischer, Daniel, et autres
Publié: (2025)
par: Fleischer, Daniel, et autres
Publié: (2025)
Fragile Thoughts: How Large Language Models Handle Chain-of-Thought Perturbations
par: Aravindan, Ashwath Vaithinathan, et autres
Publié: (2026)
par: Aravindan, Ashwath Vaithinathan, et autres
Publié: (2026)
LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning
par: Xu, Zifan, et autres
Publié: (2023)
par: Xu, Zifan, et autres
Publié: (2023)
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering
par: Wu, Yexin, et autres
Publié: (2024)
par: Wu, Yexin, et autres
Publié: (2024)
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models
par: Yan, Shaotian, et autres
Publié: (2025)
par: Yan, Shaotian, et autres
Publié: (2025)
Scalable Chain of Thoughts via Elastic Reasoning
par: Xu, Yuhui, et autres
Publié: (2025)
par: Xu, Yuhui, et autres
Publié: (2025)
Thought-Like-Pro: Enhancing Reasoning of Large Language Models through Self-Driven Prolog-based Chain-of-Thought
par: Tan, Xiaoyu, et autres
Publié: (2024)
par: Tan, Xiaoyu, et autres
Publié: (2024)
ECCoT: A Framework for Enhancing Effective Cognition via Chain of Thought in Large Language Model
par: Duan, Zhenke, et autres
Publié: (2025)
par: Duan, Zhenke, et autres
Publié: (2025)
FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
par: Fan, Tao, et autres
Publié: (2024)
par: Fan, Tao, et autres
Publié: (2024)
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models
par: Sun, Jiashuo, et autres
Publié: (2023)
par: Sun, Jiashuo, et autres
Publié: (2023)
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic
par: Zhao, Xufeng, et autres
Publié: (2023)
par: Zhao, Xufeng, et autres
Publié: (2023)
Documents similaires
-
DART: Distilling Autoregressive Reasoning to Silent Thought
par: Jiang, Nan, et autres
Publié: (2025) -
DiffuSpeech: Silent Thought, Spoken Answer via Unified Speech-Text Diffusion
par: Lou, Yuxuan, et autres
Publié: (2026) -
MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards
par: Shen, Zhiyu, et autres
Publié: (2026) -
RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior
par: Yang, Junyao, et autres
Publié: (2025) -
Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding
par: Liu, Tianqiao, et autres
Publié: (2024)