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A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility

A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility

9 April 2025
Andreas Hochlehnert
Hardik Bhatnagar
Vishaal Udandarao
Samuel Albanie
Ameya Prabhu
Matthias Bethge
    ReLM
    ALM
    LRM
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Papers citing "A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility"

4 / 4 papers shown
Title
X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains
X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains
Qianchu Liu
Sheng Zhang
Guanghui Qin
Timothy Ossowski
Yu Gu
...
Sam Preston
Mu-Hsin Wei
Paul Vozila
Tristan Naumann
Hoifung Poon
OOD
LRM
VLM
45
0
0
06 May 2025
Phi-4-reasoning Technical Report
Phi-4-reasoning Technical Report
Marah Abdin
Sahaj Agarwal
Ahmed Hassan Awadallah
Vidhisha Balachandran
Harkirat Singh Behl
...
Vaishnavi Shrivastava
Vibhav Vineet
Yue Wu
Safoora Yousefi
Guoqing Zheng
ReLM
LRM
72
0
0
30 Apr 2025
The Hitchhiker's Guide to Program Analysis, Part II: Deep Thoughts by LLMs
The Hitchhiker's Guide to Program Analysis, Part II: Deep Thoughts by LLMs
Haonan Li
Hang Zhang
Kexin Pei
Zhiyun Qian
36
1
0
16 Apr 2025
Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme
Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme
Yan Ma
Steffi Chern
Xuyang Shen
Yiran Zhong
Pengfei Liu
OffRL
LRM
43
1
0
03 Apr 2025
1