Title
Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild Donggyun Kim Seongwoong Cho Semin Kim Chong Luo Seunghoon Hong VLM 88 3 0 29 Apr 2024
A Framework for Real-time Safeguarding the Text Generation of Large Language Model Ximing Dong Dayi Lin Shaowei Wang Ahmed E. Hassan 133 1 0 29 Apr 2024
DPO Meets PPO: Reinforced Token Optimization for RLHF Han Zhong Zikang Shan Guhao Feng Wei Xiong Xinle Cheng Li Zhao Di He Jiang Bian Liwei Wang 155 72 0 29 Apr 2024
Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 283 197 0 29 Apr 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 116 5 0 28 Apr 2024
PatentGPT: A Large Language Model for Intellectual Property Zilong Bai Ruiji Zhang Linqing Chen Qijun Cai Yuan Zhong ... Fu Bian Xiaolong Gu Lisha Zhang Weilei Wang Changyang Tu 105 5 0 28 Apr 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 137 98 0 28 Apr 2024
CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model Zhengpeng Shi Haoran Luo LRM ALM 93 2 0 28 Apr 2024
Paint by Inpaint: Learning to Add Image Objects by Removing Them First Navve Wasserman Noam Rotstein Roy Ganz Ron Kimmel DiffM 135 16 0 28 Apr 2024
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models M. Kapadnis Sohan Patnaik Abhilash Nandy Sourjyadip Ray Pawan Goyal Debdoot Sheet VLM 75 5 0 27 Apr 2024
VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition Junyi Bian W. Zhai Xiaodi Huang Jiaxuan Zheng Shanfeng Zhu 105 3 0 27 Apr 2024
Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language Tsimur Hadeliya D. Kajtoch 117 1 0 27 Apr 2024
Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning Dapeng Li Hang Dong Lu Wang Bo Qiao Si Qin ... Dongmei Zhang Qi Zhang Zhiwei Xu Bin Zhang Guoliang Fan 90 5 0 27 Apr 2024
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo Stephen Zhao Rob Brekelmans Alireza Makhzani Roger C. Grosse 89 41 0 26 Apr 2024
On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation Atharva Naik 92 3 0 26 Apr 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM Xuan Zhang Wei Gao LRM KELM 97 10 0 26 Apr 2024
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study Yang Wu Yao Wan Hongyu Zhang Yulei Sui Wucai Wei Wei Zhao Guandong Xu Hai Jin 58 25 0 26 Apr 2024
Talking Nonsense: Probing Large Language Models' Understanding of Adversarial Gibberish Inputs Valeriia Cherepanova James Zou AAML 102 6 0 26 Apr 2024
Near to Mid-term Risks and Opportunities of Open-Source Generative AI Francisco Eiras Aleksandar Petrov Bertie Vidgen Christian Schroeder de Witt Fabio Pizzati ... Paul Röttger Philip Torr Trevor Darrell Y. Lee Jakob N. Foerster 117 8 0 25 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 162 88 0 25 Apr 2024
REBEL: Reinforcement Learning via Regressing Relative Rewards Zhaolin Gao Jonathan D. Chang Wenhao Zhan Owen Oertell Gokul Swamy Kianté Brantley Thorsten Joachims J. Andrew Bagnell Jason D. Lee Wen Sun OffRL 85 41 0 25 Apr 2024
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model Runzhe Zhan Xinyi Yang Derek F. Wong Lidia S. Chao Yue Zhang 128 10 0 25 Apr 2024
Tele-FLM Technical Report Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Chao Wang ... Yequan Wang Zhongjiang He Zhongyuan Wang Xuelong Li Tiejun Huang 81 4 0 25 Apr 2024
TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning Liang Zhang Anwen Hu Haiyang Xu Mingshi Yan Yichen Xu Qin Jin Ji Zhang Fei Huang 109 17 0 25 Apr 2024
Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare Emre Can Acikgoz Osman Batur .Ince Rayene Bench Arda Anil Boz .Ilker Kesen Aykut Erdem Erkut Erdem LM&MA 79 10 0 25 Apr 2024
Building a Japanese Document-Level Relation Extraction Dataset Assisted by Cross-Lingual Transfer Youmi Ma An Wang Naoaki Okazaki 83 0 0 25 Apr 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Pengnian Qi Zhiyu Li 133 10 0 25 Apr 2024
Don't Say No: Jailbreaking LLM by Suppressing Refusal Yukai Zhou Jian Lou Zhijie Huang Zhan Qin Yibei Yang Wenjie Wang AAML 116 19 0 25 Apr 2024
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall Jiaqing Yuan Lin Pan Chung-Wei Hang Jiang Guo Jiarong Jiang Bonan Min Patrick Ng Zhiguo Wang HILM ELM 87 4 0 24 Apr 2024
Domain-Specific Improvement on Psychotherapy Chatbot Using Assistant Cheng Kang Daniel Novak Kateřina Urbanová Yuqing Cheng Yong Hu AI4MH LM&MA 40 3 0 24 Apr 2024
Cantor: Inspiring Multimodal Chain-of-Thought of MLLM Timin Gao Peixian Chen Mengdan Zhang Chaoyou Fu Yunhang Shen ... Shengchuan Zhang Xiawu Zheng Xing Sun Liujuan Cao Rongrong Ji MLLM LRM 123 22 0 24 Apr 2024
Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach Linyu Liu Yu Pan Xiaocheng Li Guanting Chen 105 39 0 24 Apr 2024
Assessing The Potential Of Mid-Sized Language Models For Clinical QA Elliot Bolton Betty Xiong Vijaytha Muralidharan J. Schamroth Vivek Muralidharan Christopher D. Manning R. Daneshjou AI4MH ELM LM&MA 44 4 0 24 Apr 2024
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry Yining Huang Keke Tang Meilian Chen Boyuan Wang ELM LM&MA 72 15 0 24 Apr 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 105 6 0 24 Apr 2024
Return of EM: Entity-driven Answer Set Expansion for QA Evaluation Dongryeol Lee Minwoo Lee Kyungmin Min Joonsuk Park Kyomin Jung 84 1 0 24 Apr 2024
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs Yu Xia Rui Wang Xu Liu Mingyan Li Tong Yu Xiang Chen Julian McAuley Shuai Li LRM 128 22 0 24 Apr 2024
LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models Mihir Parmar Nisarg Patel Neeraj Varshney Mutsumi Nakamura Man Luo Santosh Mashetty Arindam Mitra Chitta Baral LRM ReLM ELM 215 31 0 23 Apr 2024
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents Jean-Philippe Corbeil 90 3 0 23 Apr 2024
Interactive Analysis of LLMs using Meaningful Counterfactuals Furui Cheng Vilém Zouhar Robin Shing Moon Chan Daniel Fürst Hendrik Strobelt Mennatallah El-Assady 132 11 0 23 Apr 2024
ID-Aligner: Enhancing Identity-Preserving Text-to-Image Generation with Reward Feedback Learning Weifeng Chen Jiacheng Zhang Jie Wu Hefeng Wu Xuefeng Xiao Liang Lin 100 13 0 23 Apr 2024
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs Davide Caffagni Federico Cocchi Nicholas Moratelli Sara Sarto Marcella Cornia Lorenzo Baraldi Rita Cucchiara KELM 118 47 0 23 Apr 2024
Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models Wanrong Zhu Jennifer Healey Ruiyi Zhang William Y. Wang Tong Sun 3DV 51 2 0 23 Apr 2024
Aligning LLM Agents by Learning Latent Preference from User Edits Ge Gao Alexey Taymanov Eduardo Salinas Paul Mineiro Dipendra Kumar Misra LLMAG 94 31 0 23 Apr 2024
Re-Thinking Inverse Graphics With Large Language Models Peter Kulits Haiwen Feng Weiyang Liu Victoria Fernandez-Abrevaya Michael J. Black AI4CE 101 9 0 23 Apr 2024
Does Instruction Tuning Make LLMs More Consistent? Constanza Fierro Jiaang Li Anders Sogaard LRM 104 2 0 23 Apr 2024
Multimodal Large Language Model is a Human-Aligned Annotator for Text-to-Image Generation Xun Wu Shaohan Huang Furu Wei 85 10 0 23 Apr 2024
Pillars of Grammatical Error Correction: Comprehensive Inspection Of Contemporary Approaches In The Era of Large Language Models Kostiantyn Omelianchuk Andrii Liubonko Oleksandr Skurzhanskyi Artem Chernodub Oleksandr Korniienko Igor Samokhin 86 2 0 23 Apr 2024
FL-TAC: Enhanced Fine-Tuning in Federated Learning via Low-Rank, Task-Specific Adapter Clustering Siqi Ping Yuzhu Mao Yang Liu Xiao-Ping Zhang Wenbo Ding FedML 83 4 0 23 Apr 2024
Rank2Reward: Learning Shaped Reward Functions from Passive Video Daniel Yang Davin Tjia Jacob Berg Dima Damen Pulkit Agrawal Abhishek Gupta OffRL 76 5 0 23 Apr 2024