Title
LIONs: An Empirically Optimized Approach to Align Language Models Xiao Yu Qingyang Wu Yu Li Zhou Yu ALM 27 3 0 09 Jul 2024
PAS: Data-Efficient Plug-and-Play Prompt Augmentation System Miao Zheng H. Liang Fan Yang Haoze Sun Tianpeng Li ... Kun Fang Weipeng Chen Bin Cui Wentao Zhang Zenan Zhou RALM 37 3 0 08 Jul 2024
KG-FPQ: Evaluating Factuality Hallucination in LLMs with Knowledge Graph-based False Premise Questions Yanxu Zhu Jinlin Xiao Yuhang Wang Jitao Sang HILM 28 4 0 08 Jul 2024
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation Jinpeng Hu Tengteng Dong Luo Gang Hui Ma Peng Zou Xiao Sun Dan Guo Meng Wang AI4MH 36 4 0 08 Jul 2024
LLMBox: A Comprehensive Library for Large Language Models Tianyi Tang Yiwen Hu Bingqian Li Wenyang Luo Zijing Qin ... Chunxuan Xia Junyi Li Kun Zhou Wayne Xin Zhao Ji-Rong Wen 26 1 0 08 Jul 2024
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models Yuzhe Gu Ziwei Ji Wenwei Zhang Chengqi Lyu Dahua Lin Kai Chen HILM 34 5 0 05 Jul 2024
TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models Jiahuan Cao Dezhi Peng Peirong Zhang Yongxin Shi Yang Liu Kai Ding Lianwen Jin 23 0 0 04 Jul 2024
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output Pan Zhang Xiaoyi Dong Yuhang Zang Yuhang Cao Rui Qian ... Kai Chen Jifeng Dai Yu Qiao Dahua Lin Jiaqi Wang 43 98 0 03 Jul 2024
MuDiT & MuSiT: Alignment with Colloquial Expression in Description-to-Song Generation Zihao Wang Haoxuan Liu Jiaxing Yu Tao Zhang Yan Liu K. Zhang 52 1 0 03 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
Why Does New Knowledge Create Messy Ripple Effects in LLMs? Jiaxin Qin Zixuan Zhang Chi Han Manling Li Pengfei Yu Heng Ji KELM 42 8 0 02 Jul 2024
GlyphDraw2: Automatic Generation of Complex Glyph Posters with Diffusion Models and Large Language Models Jian Ma Yonglin Deng Chen Chen H. Lu Zhenyu Yang Zhenyu Yang VLM DiffM 82 6 0 02 Jul 2024
Evaluating Knowledge-based Cross-lingual Inconsistency in Large Language Models Xiaolin Xing Zhiwei He Haoyu Xu Xing Wang Rui Wang Yu Hong ELM 33 1 0 01 Jul 2024
Face4RAG: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese Yunqi Xu Tianchi Cai Jiyan Jiang Xierui Song 25 2 0 01 Jul 2024
HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and Explainability Yanfang Chen Ding Chen Shichao Song Simin Niu Hanyu Wang Zeyun Tang Feiyu Xiong Zhiyu Li 19 0 0 30 Jun 2024
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs Tamzeed Mahfuz Satak Kumar Dey Ruwad Naswan Hasnaen Adil Khondker Salman Sayeed Haz Sameen Shahgir 26 0 0 29 Jun 2024
BioMNER: A Dataset for Biomedical Method Entity Recognition Chen Tang Bohao Yang Kun Zhao Bo Lv Chenghao Xiao Frank Guerin Chenghua Lin 29 0 0 28 Jun 2024
YuLan: An Open-source Large Language Model Yutao Zhu Kun Zhou Kelong Mao Wentong Chen Yiding Sun ... Wenbing Huang Ze-Feng Gao Yueguo Chen Weizheng Lu Ji-Rong Wen ALM ELM 31 0 0 28 Jun 2024
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model Longrong Yang Dong Shen Chaoxiang Cai Fan Yang Size Li Di Zhang Xi Li MoE 39 2 0 28 Jun 2024
DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming Jiaxin Zhang Wentao Yang Songxuan Lai Zecheng Xie Lianwen Jin 32 15 0 27 Jun 2024
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them Wenya Xie Qingying Xiao Yu Zheng Xidong Wang Junying Chen Ke Ji Anningzhe Gao Xiang Wan Feng Jiang Benyou Wang LM&MA 36 3 0 26 Jun 2024
MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning Xiangyu Zhao Xiangtai Li Haodong Duan Haian Huang Yining Li Kai Chen Hua Yang VLM MLLM 37 10 0 25 Jun 2024
LongIns: A Challenging Long-context Instruction-based Exam for LLMs Shawn Gavin Tuney Zheng Jiaheng Liu Quehry Que Noah Wang Jian Yang Chenchen Zhang Wenhao Huang Wenhu Chen Ge Zhang RALM LRM 29 3 0 25 Jun 2024
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation Yusheng Liao Shuyang Jiang Yanfeng Wang Yu Wang 50 2 0 25 Jun 2024
Towards Comprehensive Preference Data Collection for Reward Modeling Yulan Hu Qingyang Li Sheng Ouyang Ge Chen Kaihui Chen Lijun Mei Xucheng Ye Fuzheng Zhang Yong Liu SyDa 32 4 0 24 Jun 2024
STARD: A Chinese Statute Retrieval Dataset with Real Queries Issued by Non-professionals Weihang Su Yiran Hu Anzhe Xie Qingyao Ai Zibing Que Ning Zheng Yun Liu Weixing Shen Yiqun Liu ELM AILaw 29 8 0 21 Jun 2024
ICLEval: Evaluating In-Context Learning Ability of Large Language Models Wentong Chen Yankai Lin ZhenHao Zhou HongYun Huang Yantao Jia Zhao Cao Ji-Rong Wen ELM 21 3 0 21 Jun 2024
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models Haiquan Zhao Lingyu Li Shisong Chen Shuqi Kong Jiaan Wang ... Dandan Liang Zhixu Li Yan Teng Yanghua Xiao Yingchun Wang ELM LLMAG 31 3 0 21 Jun 2024
1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? Yue Huang Chenrui Fan Yuan Li Siyuan Wu Tianyi Zhou Xiangliang Zhang Lichao Sun 53 3 0 20 Jun 2024
PKU-SafeRLHF: A Safety Alignment Preference Dataset for Llama Family Models Jiaming Ji Donghai Hong Borong Zhang Boyuan Chen Josef Dai Boren Zheng Tianyi Qiu Boxun Li Yaodong Yang 37 23 0 20 Jun 2024
E-ANT: A Large-Scale Dataset for Efficient Automatic GUI NavigaTion Ke Wang Tianyu Xia Zhangxuan Gu Yi Zhao Shuheng Shen Changhua Meng Weiqiang Wang Ke Xu 18 0 0 20 Jun 2024
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning Xiaolei Wang Xinyu Tang Wayne Xin Zhao Ji-Rong Wen 25 2 0 20 Jun 2024
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models Tao Zhang Ziqian Zeng Yuxiang Xiao Huiping Zhuang Cen Chen James R. Foulds Shimei Pan CVBM 41 3 0 20 Jun 2024
ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World Weixiang Yan Haitian Liu Tengxiao Wu Qian Chen Wen Wang ... Jiayi Wang Weishan Zhao Yixin Zhang Renjun Zhang Li Zhu LM&MA 44 9 0 19 Jun 2024
Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? Z. Yang Y. Zhang Tianyu Liu Jian Yang Junyang Lin Chang Zhou Zhifang Sui ALM LRM ELM HILM 45 5 0 18 Jun 2024
UBENCH: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions Xunzhi Wang Zhuowei Zhang Qiongyu Li Gaonan Chen Mengting Hu Zhiyu li Bitong Luo Hang Gao Zhixin Han Haotian Wang ELM 37 3 0 18 Jun 2024
Unified Active Retrieval for Retrieval Augmented Generation Qinyuan Cheng Xiaonan Li Shimin Li Qin Zhu Zhangyue Yin Yunfan Shao Linyang Li Tianxiang Sun Hang Yan Xipeng Qiu 38 0 0 18 Jun 2024
TourLLM: Enhancing LLMs with Tourism Knowledge Qikai Wei Mingzhi Yang Jinqiang Wang Wenwei Mao Jiabo Xu Huansheng Ning 32 4 0 18 Jun 2024
Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models Jie Chen Yupeng Zhang Bingning Wang Wayne Xin Zhao Ji-Rong Wen Weipeng Chen SyDa 32 4 0 18 Jun 2024
IPEval: A Bilingual Intellectual Property Agency Consultation Evaluation Benchmark for Large Language Models Qiyao Wang Jianguo Huang Shule Lu Yuan Lin Kan Xu Liang Yang Hongfei Lin ELM 27 0 0 18 Jun 2024
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models Bingqi Ma Zhuofan Zong Guanglu Song Hongsheng Li Yu Liu 30 19 0 17 Jun 2024
MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic Yuyan Zhou Liang Song Bingning Wang Weipeng Chen MoMe 28 15 0 17 Jun 2024
Full-ECE: A Metric For Token-level Calibration on Large Language Models Han Liu Yupeng Zhang Bingning Wang Weipeng Chen Xiaolin Hu 18 0 0 17 Jun 2024
Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams Zheheng Luo Chenhan Yuan Qianqian Xie Sophia Ananiadou ELM AI4MH LM&MA 36 0 0 17 Jun 2024
A Survey on Human Preference Learning for Large Language Models Ruili Jiang Kehai Chen Xuefeng Bai Zhixuan He Juntao Li Muyun Yang Tiejun Zhao Liqiang Nie Min Zhang 39 8 0 17 Jun 2024
See It from My Perspective: How Language Affects Cultural Bias in Image Understanding Amith Ananthram Elias Stengel-Eskin Carl Vondrick Mohit Bansal VLM 24 0 0 17 Jun 2024
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Yuming Yang Wantong Zhao Caishuang Huang Junjie Ye Xiao Wang ... Kaixin Huang Yunke Zhang Tao Gui Qi Zhang Xuanjing Huang 34 3 0 17 Jun 2024
"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Jiayi Mao Xueqi Cheng AAML 42 9 0 17 Jun 2024
Evaluating the Generalization Ability of Quantized LLMs: Benchmark, Analysis, and Toolbox Yijun Liu Yuan Meng Fang Wu Shenhao Peng Hang Yao Chaoyu Guan Chen Tang Xinzhu Ma Zhi Wang Wenwu Zhu MQ 48 7 0 15 Jun 2024
BlockPruner: Fine-grained Pruning for Large Language Models Longguang Zhong Fanqi Wan Ruijun Chen Xiaojun Quan Liangzhi Li 18 7 0 15 Jun 2024