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2409.19951
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Law of the Weakest Link: Cross Capabilities of Large Language Models
30 September 2024
Ming Zhong
Aston Zhang
Xuewei Wang
Rui Hou
Wenhan Xiong
Chenguang Zhu
Zhengxing Chen
Liang Tan
Chloe Bi
Mike Lewis
Sravya Popuri
Sharan Narang
Melanie Kambadur
Dhruv Mahajan
Sergey Edunov
Jiawei Han
Laurens van der Maaten
ELM
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ArXiv (abs)
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HuggingFace (55 upvotes)
Papers citing
"Law of the Weakest Link: Cross Capabilities of Large Language Models"
7 / 7 papers shown
CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task
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ELM
128
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0
29 Sep 2025
Uncovering Intrinsic Capabilities: A Paradigm for Data Curation in Vision-Language Models
Junjie Li
Ziao Wang
Jianghong Ma
Xiaofeng Zhang
127
0
0
27 Sep 2025
The Amazon Nova Family of Models: Technical Report and Model Card
Amazon AGI
Aaron Langford
A. Shah
Abhanshu Gupta
Abhimanyu Bhatter
...
Benjamin Biggs
Benjamin Ott
Bhanu Vinzamuri
Bharath Venkatesh
Bhavana Ganesh
286
49
0
17 Mar 2025
EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees
Zhiyuan Zeng
Yizhong Wang
Hannaneh Hajishirzi
Pang Wei Koh
ELM
415
16
0
11 Mar 2025
Preference Leakage: A Contamination Problem in LLM-as-a-judge
Dawei Li
Renliang Sun
Yue Huang
Ming Zhong
Bohan Jiang
Jiawei Han
Wei Wei
Wei Wang
Huan Liu
618
73
0
03 Feb 2025
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
Tianzhe Chu
Yuexiang Zhai
Jihan Yang
Shengbang Tong
Saining Xie
Dale Schuurmans
Quoc V. Le
Sergey Levine
Yi-An Ma
OffRL
693
419
0
28 Jan 2025
Self-Generated Critiques Boost Reward Modeling for Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Yue Yu
Zhengxing Chen
Aston Zhang
L Tan
Chenguang Zhu
...
Suchin Gururangan
Chao-Yue Zhang
Melanie Kambadur
Dhruv Mahajan
Rui Hou
LRM
ALM
533
52
0
25 Nov 2024
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