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2504.20708
Cited By
Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think
29 April 2025
Hasan Hammoud
Hani Itani
Guohao Li
ReLM
LRM
Re-assign community
ArXiv (abs)
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HuggingFace (23 upvotes)
Papers citing
"Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think"
9 / 9 papers shown
RLFR: Extending Reinforcement Learning for LLMs with Flow Environment
Jinghao Zhang
Naishan Zheng
Ruilin Li
Dongzhou Cheng
Zheming Liang
Feng Zhao
Jiaqi Wang
187
0
0
11 Oct 2025
Pinpointing crucial steps: Attribution-based Credit Assignment for Verifiable Reinforcement Learning
Junxi Yin
Haisen Luo
Zhenyu Li
Yihua Liu
Dan Liu
Zequn Li
Xiaohang Xu
113
0
0
10 Oct 2025
Do LLMs Really Need 10+ Thoughts for "Find the Time 1000 Days Later"? Towards Structural Understanding of LLM Overthinking
Xinliang Frederick Zhang
Anhad Mohananey
Alexandra Chronopoulou
Pinelopi Papalampidi
Somit Gupta
Tsendsuren Munkhdalai
Lu Wang
Shyam Upadhyay
LRM
220
1
0
09 Oct 2025
Self-Reflective Generation at Test Time
Jian Mu
Qixin Zhang
Zhiyong Wang
Menglin Yang
Shuang Qiu
Chengwei Qin
Zhongxiang Dai
Yao Shu
LRM
162
2
0
03 Oct 2025
Double-Checker: Enhancing Reasoning of Slow-Thinking LLMs via Self-Critical Fine-Tuning
Xin Xu
Tianhao Chen
Fan Zhang
Wanlong Liu
Pengxiang Li
...
Hao Chen
Shiwei Liu
Boyao Wang
Can Yang
Lu Yin
LLMAG
LRM
KELM
384
2
0
26 Jun 2025
Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs
Jakub Podolak
Rajeev Verma
ReLM
LRM
375
1
0
28 May 2025
Practical Reasoning Interruption Attacks on Reasoning Large Language Models
Yu Cui
Cong Zuo
SILM
AAML
LRM
399
5
0
10 May 2025
Demystifying Long Chain-of-Thought Reasoning in LLMs
Edward Yeo
Yuxuan Tong
Morry Niu
Graham Neubig
Xiang Yue
OffRL
LRM
492
282
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
1.5K
5,342
0
22 Jan 2025
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