Title
Predictive Data Selection: The Data That Predicts Is the Data That Teaches Kashun Shum Y. Huang Hongjian Zou Qi Ding Yixuan Liao X. Chen Qian Liu Junxian He 47 2 0 02 Mar 2025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? Yancheng He Shilong Li J. Liu Weixun Wang Xingyuan Bu ... Zhongyuan Peng Z. Zhang Zhicheng Zheng Wenbo Su Bo Zheng ELM LRM 65 6 0 26 Feb 2025
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support G. Wang Minyu Gao Shuai Yang Ya Zhang Lizhi He ... Yexuan Zhang Wanyue Li Lu Chen Jintao Fei Xin Li 56 1 0 25 Feb 2025
Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale Fan Zhou Zengzhi Wang Qian Liu Junlong Li Pengfei Liu ALM 88 14 0 17 Feb 2025
Steel-LLM:From Scratch to Open Source -- A Personal Journey in Building a Chinese-Centric LLM Qingshui Gu Shu Li Tianyu Zheng Zhaoxiang Zhang 113 0 0 10 Feb 2025
Baichuan-Omni-1.5 Technical Report Yadong Li J. Liu Tao Zhang Tao Zhang S. Chen ... Jianhua Xu Haoze Sun Mingan Lin Zenan Zhou Weipeng Chen AuLLM 64 10 0 28 Jan 2025
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement Tianyu Zheng Ge Zhang Tianhao Shen Xueling Liu Bill Yuchen Lin Jie Fu Wenhu Chen Xiang Yue SyDa 70 102 0 08 Jan 2025
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models Siming Huang Tianhao Cheng J.K. Liu Jiaran Hao L. Song ... Ge Zhang Zili Wang Yuan Qi Yinghui Xu Wei Chu ALM 64 16 0 07 Nov 2024
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models Peng Xia Siwei Han Shi Qiu Yiyang Zhou Zhaoyang Wang ... Chenhang Cui Mingyu Ding Linjie Li Lijuan Wang Huaxiu Yao 45 10 0 14 Oct 2024
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering Xianjie Wu Jian Yang Linzheng Chai Ge Zhang Jiaheng Liu ... Xianfu Cheng Tianzhen Sun Guanglin Niu Tongliang Li Zhoujun Li LMTD ELM 60 17 0 17 Aug 2024
Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo Florian E. Dorner Moritz Hardt ELM 47 6 1 10 Jul 2024
ChatMusician: Understanding and Generating Music Intrinsically with LLM Ti-Fen Pan Hanfeng Lin Yi Wang Zeyue Tian Shangda Wu ... Gus Xia Roger Dannenberg Wei Xue Shiyin Kang Yike Guo 99 34 0 25 Feb 2024
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models Yanan Wu Jie Liu Xingyuan Bu Jiaheng Liu Zhanhui Zhou ... Haibin Chen Tiezheng Ge Wanli Ouyang Wenbo Su Bo Zheng LRM 27 6 0 22 Feb 2024
LLM Agents for Psychology: A Study on Gamified Assessments Qisen Yang Zekun Wang Honghui Chen Shenzhi Wang Yifan Pu Xin Gao Wenhao Huang Shiji Song Gao Huang LLMAG 38 14 0 19 Feb 2024
OLMo: Accelerating the Science of Language Models Dirk Groeneveld Iz Beltagy Pete Walsh Akshita Bhagia Rodney Michael Kinney ... Jesse Dodge Kyle Lo Luca Soldaini Noah A. Smith Hanna Hajishirzi OSLM 124 349 0 01 Feb 2024
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism DeepSeek-AI Xiao Bi : Xiao Bi Deli Chen Guanting Chen ... Yao Zhao Shangyan Zhou Shunfeng Zhou Qihao Zhu Yuheng Zou LRM ALM 133 298 0 05 Jan 2024
Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models Haoran Wei Lingyu Kong Jinyue Chen Liang Zhao Zheng Ge Jinrong Yang Jian‐Yuan Sun Chunrui Han Xiangyu Zhang MLLM VLM 61 39 0 11 Dec 2023
AlignBench: Benchmarking Chinese Alignment of Large Language Models Xiao Liu Xuanyu Lei Sheng-Ping Wang Yue Huang Zhuoer Feng ... Hongning Wang Jing Zhang Minlie Huang Yuxiao Dong Jie Tang ELM LM&MA ALM 111 41 0 30 Nov 2023
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models Sumuk Shashidhar Abhinav Chinta Vaibhav Sahai Zhenhailong Wang Heng Ji 30 8 0 11 Oct 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 166 388 0 02 May 2023
PP-StructureV2: A Stronger Document Analysis System Chenxia Li Ruoyu Guo Jun Zhou Mengtao An Yuning Du Lingfeng Zhu Yi Liu Xiaoguang Hu Dianhai Yu 25 22 0 11 Oct 2022
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset Peter Henderson M. Krass Lucia Zheng Neel Guha Christopher D. Manning Dan Jurafsky Daniel E. Ho AILaw ELM 127 94 0 01 Jul 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 188 624 0 26 Feb 2022
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 234 447 0 14 Jul 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020