Title
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 32 0 0 13 May 2025
Ultra-FineWeb: Efficient Data Filtering and Verification for High-Quality LLM Training Data Y. Wang Z. Fu Jie Cai Peijun Tang Hongya Lyu ... Jie Zhou Guoyang Zeng Chaojun Xiao Xu Han Zhiyuan Liu 47 0 0 08 May 2025
PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare José G. Moreno Jesus Lovon M'Rick Robin-Charlet Christine Damase-Michel L. Tamine MoMe LM&MA 48 0 0 24 Apr 2025
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models Shi Qiu Shaoyang Guo Zhuo-Yang Song Y. Sun Zeyu Cai ... Changkun Shao Qing-Hong Cao Ming-xing Luo Muhan Zhang Hua Xing Zhu AIMat LRM 27 0 0 22 Apr 2025
Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs Yu-Zhe Shi Mingchen Liu Fanxu Meng Qiao Xu Zhangqian Bi Kun He Lecheng Ruan Qining Wang 24 0 0 04 Apr 2025
Are Large Vision Language Models Good Game Players? Xinyu Wang Bohan Zhuang Qi Wu MLLM ELM LRM 94 3 0 04 Mar 2025
PiCO: Peer Review in LLMs based on the Consistency Optimization Kun-Peng Ning Shuo Yang Yu-Yang Liu Jia-Yu Yao Zhen-Hui Liu Yu Wang Ming Pang Li Yuan ALM 69 8 0 24 Feb 2025
AURORA:Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse Verification Xiaoyu Tan Tianchu Yao C. Qu Bin Li Minghao Yang ... Haozhe Wang Xihe Qiu Wei Chu Yinghui Xu Yuan Qi OffRL LRM 44 2 0 17 Feb 2025
Quantification of Large Language Model Distillation Sunbowen Lee Junting Zhou Chang Ao Kaige Li Xinrun Du ... Hamid Alinejad-Rokny Min Yang Yitao Liang Zhoufutu Wen Shiwen Ni 83 2 0 22 Jan 2025
Deploying Foundation Model Powered Agent Services: A Survey Wenchao Xu Jinyu Chen Peirong Zheng Xiaoquan Yi Tianyi Tian ... Quan Wan Haozhao Wang Yunfeng Fan Qinliang Su Xuemin Shen AI4CE 112 1 0 18 Dec 2024
Training Bilingual LMs with Data Constraints in the Targeted Language Skyler Seto Maartje ter Hoeve He Bai Natalie Schluter David Grangier 74 0 0 20 Nov 2024
I'm Spartacus, No, I'm Spartacus: Measuring and Understanding LLM Identity Confusion Kun Li Shichao Zhuang Yue Zhang Minghui Xu Ruoxi Wang Kaidi Xu Xinwen Fu Xiuzhen Cheng 50 0 0 16 Nov 2024
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 75 17 0 07 Nov 2024
3DArticCyclists: Generating Synthetic Articulated 8D Pose-Controllable Cyclist Data for Computer Vision Applications Eduardo R. Corral-Soto Yang Liu Tongtong Cao Y. Ren Liu Bingbing 44 5 0 14 Oct 2024
Scaling Laws for Predicting Downstream Performance in LLMs Yangyi Chen Binxuan Huang Yifan Gao Zhengyang Wang Jingfeng Yang Heng Ji LRM 43 7 0 11 Oct 2024
Animating the Past: Reconstruct Trilobite via Video Generation Xiaoran Wu Zien Huang Chonghan Yu VGen 47 1 0 10 Oct 2024
DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models Ranchi Zhao Zhen Leng Thai Yifan Zhang Shengding Hu Yunqi Ba Jie Zhou Jie Cai Zhiyuan Liu Maosong Sun 23 1 0 08 Oct 2024
Training on the Benchmark Is Not All You Need Shiwen Ni Xiangtao Kong Chengming Li Xiping Hu Ruifeng Xu Jia Zhu Min Yang 56 5 0 03 Sep 2024
MoE-LPR: Multilingual Extension of Large Language Models through Mixture-of-Experts with Language Priors Routing Hao Zhou Zhijun Wang Shujian Huang Xin Huang Xue Han Junlan Feng Chao Deng Weihua Luo Jiajun Chen CLL MoE 49 5 0 21 Aug 2024
Fostering Natural Conversation in Large Language Models with NICO: a Natural Interactive COnversation dataset Renliang Sun Mengyuan Liu Shiping Yang Rui Wang Junqing He Jiaxing Zhang 25 2 0 18 Aug 2024
L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization Elvys Linhares Pontes Carlos-Emiliano González-Gallardo Mohamed Benjannet Caryn Qu A. Doucet 19 1 0 06 Aug 2024
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection Yuxin Wang Duanyu Feng Yongfu Dai Zhengyu Chen Jimin Huang Sophia Ananiadou Qianqian Xie Hao Wang 24 3 0 06 Aug 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval Xin Zhang Yanzhao Zhang Dingkun Long Wen Xie Ziqi Dai ... Pengjun Xie Fei Huang Meishan Zhang Wenjie Li Min Zhang 30 73 0 29 Jul 2024
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models Kaichen Zhang Bo Li Peiyuan Zhang Fanyi Pu Joshua Adrian Cahyono ... Shuai Liu Yuanhan Zhang Jingkang Yang Chunyuan Li Ziwei Liu 91 74 0 17 Jul 2024
COMET: "Cone of experience" enhanced large multimodal model for mathematical problem generation Sannyuya Liu Jintian Feng Zongkai Yang Yawei Luo Qian Wan Xiaoxuan Shen Jianwen Sun 41 4 0 16 Jul 2024
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation Biqing Qi Kaiyan Zhang Kai Tian Haoxiang Li Zhang-Ren Chen Sihang Zeng Ermo Hua Hu Jinfang Bowen Zhou LM&MA 38 7 0 12 Jul 2024
Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo Florian E. Dorner Moritz Hardt ELM 58 6 1 10 Jul 2024
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models Ying Nie Binwei Yan Tianyu Guo Hao Liu Haoyu Wang ... Weihao Wang Qiang Li Weijian Sun Yunhe Wang Dacheng Tao ELM 45 2 0 02 Jul 2024
Retrieval Augmented Instruction Tuning for Open NER with Large Language Models Tingyu Xie Jian Zhang Yan Zhang Yuanyuan Liang Qi Li Hongwei Wang RALM 29 0 0 25 Jun 2024
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models Jiale Cheng Yida Lu Xiaotao Gu Pei Ke Xiao-Yang Liu Yuxiao Dong Hongning Wang Jie Tang Minlie Huang 30 4 0 24 Jun 2024
LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training Tong Zhu Xiaoye Qu Daize Dong Jiacheng Ruan Jingqi Tong Conghui He Yu Cheng MoE ALM 46 71 0 24 Jun 2024
C-LLM: Learn to Check Chinese Spelling Errors Character by Character Kunting Li Yong Hu Liang He Fandong Meng Jie Zhou 33 7 0 24 Jun 2024
Unveiling the Spectrum of Data Contamination in Language Models: A Survey from Detection to Remediation Chunyuan Deng Yilun Zhao Yuzhao Heng Yitong Li Jiannan Cao Xiangru Tang Arman Cohan 27 13 0 20 Jun 2024
GEB-1.3B: Open Lightweight Large Language Model Jie Wu Yufeng Zhu Lei Shen Xuqing Lu ALM 29 0 0 14 Jun 2024
Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models Tianwen Wei Bo Zhu Liang Zhao Cheng Cheng Biye Li ... Yutuan Ma Rui Hu Shuicheng Yan Han Fang Yahui Zhou MoE 39 24 0 03 Jun 2024
LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models Liang Zhao Tianwen Wei Liang Zeng Cheng Cheng Liu Yang ... Yimeng Gan Rui Hu Shuicheng Yan Han Fang Yahui Zhou LLMAG SyDa 35 10 0 02 Jun 2024
Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Character Siyuan Ma Weidi Luo Yu Wang Xiaogeng Liu 33 20 0 25 May 2024
360Zhinao Technical Report 360Zhinao Team 32 0 0 22 May 2024
OpenCarbonEval: A Unified Carbon Emission Estimation Framework in Large-Scale AI Models Zhaojian Yu Yinghao Wu Zhuotao Deng Yansong Tang Xiao-Ping Zhang 44 2 0 21 May 2024
OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning Dan Qiao Yi Su Pinzheng Wang Jing Ye Wen Xie ... Wenliang Chen Guohong Fu Guodong Zhou Qiaoming Zhu Min Zhang MQ 32 0 0 09 May 2024
ChuXin: 1.6B Technical Report Xiaomin Zhuang Yufan Jiang Qiaozhi He Zhihua Wu ALM 41 0 0 08 May 2024
Benchmarking Benchmark Leakage in Large Language Models Ruijie Xu Zengzhi Wang Run-Ze Fan Pengfei Liu 53 42 0 29 Apr 2024
MileBench: Benchmarking MLLMs in Long Context Dingjie Song Shunian Chen Guiming Hardy Chen Fei Yu Xiang Wan Benyou Wang VLM 76 34 0 29 Apr 2024
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites Zhe Chen Weiyun Wang Hao Tian Shenglong Ye Zhangwei Gao ... Tong Lu Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang MLLM VLM 49 522 0 25 Apr 2024
Compression Represents Intelligence Linearly Yuzhen Huang Jinghan Zhang Zifei Shan Junxian He 39 26 0 15 Apr 2024
FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models Zhuohao Yu Chang Gao Wenjin Yao Yidong Wang Zhengran Zeng Wei Ye Jindong Wang Yue Zhang Shikun Zhang 36 1 0 09 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Yinghui Li Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 47 36 0 07 Apr 2024
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model Xinrun Du Zhouliang Yu Songyang Gao Ding Pan Yuyang Cheng ... Tianyu Zheng Xinchen Luo Guorui Zhou Wenhu Chen Ge Zhang 46 16 0 05 Apr 2024
Sailor: Open Language Models for South-East Asia Longxu Dou Qian Liu Guangtao Zeng Jia Guo Jiahui Zhou Wei Lu Min-Bin Lin LRM 32 7 0 04 Apr 2024
Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models Haoran Sun Lixin Liu Junjie Li Fengyu Wang Baohua Dong Ran Lin Ruohui Huang 25 14 0 03 Apr 2024