Title
Scenarios and Approaches for Situated Natural Language Explanations Pengshuo Qiu Frank Rudzicz Zining Zhu LRM 95 0 0 07 Jun 2024
CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search Fengran Mo Abbas Ghaddar Kelong Mao Mehdi Rezagholizadeh Boxing Chen Qun Liu Jian-Yun Nie 107 16 0 07 Jun 2024
Through the Thicket: A Study of Number-Oriented LLMs derived from Random Forest Models M. Romaszewski Przemysław Sekuła P. Głomb M. Cholewa Katarzyna Kołodziej 68 0 0 07 Jun 2024
RU-AI: A Large Multimodal Dataset for Machine Generated Content Detection Liting Huang Zhihao Zhang Yiran Zhang Xiyue Zhou Shoujin Wang NoLa 81 4 0 07 Jun 2024
Do Language Models Exhibit Human-like Structural Priming Effects? Jaap Jumelet Willem H. Zuidema Arabella J. Sinclair 93 11 0 07 Jun 2024
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models Guangyi Liu Rui Ge Xinyu Zhu Jingyi Chai Yaxin Du Yang Liu Yanfeng Wang Siheng Chen FedML 108 19 0 07 Jun 2024
MGIMM: Multi-Granularity Instruction Multimodal Model for Attribute-Guided Remote Sensing Image Detailed Description Cong Yang Zuchao Li Lefei Zhang 74 2 0 07 Jun 2024
Mixture-of-Agents Enhances Large Language Model Capabilities Junlin Wang Jue Wang Ben Athiwaratkun Ce Zhang James Zou LLMAG AIFin 104 138 0 07 Jun 2024
Large Language Model-guided Document Selection Xiang Kong Tom Gunter Ruoming Pang 70 4 0 07 Jun 2024
Extroversion or Introversion? Controlling The Personality of Your Large Language Models Yanquan Chen Zhen Wu Junjie Guo Shujian Huang Xinyu Dai 46 0 0 07 Jun 2024
Learning Task Decomposition to Assist Humans in Competitive Programming Jiaxin Wen Ruiqi Zhong Pei Ke Zhihong Shao Hongning Wang Minlie Huang ReLM 126 9 0 07 Jun 2024
Proofread: Fixes All Errors with One Tap Renjie Liu Yanxiang Zhang Yun Zhu Haicheng Sun Yuanbo Zhang Michael Xuelin Huang Shanqing Cai Lei Meng Shumin Zhai ALM 72 3 0 06 Jun 2024
FLUID-LLM: Learning Computational Fluid Dynamics with Spatiotemporal-aware Large Language Models Max Zhu A. Bazaga Pietro Liò AI4CE 103 3 0 06 Jun 2024
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs Lingchen Meng Jianwei Yang Rui Tian Xiyang Dai Zuxuan Wu Jianfeng Gao Yu-Gang Jiang VLM 90 9 0 06 Jun 2024
PaCE: Parsimonious Concept Engineering for Large Language Models Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan D. Thaker Aditya Chattopadhyay Chris Callison-Burch René Vidal CVBM 98 12 0 06 Jun 2024
Improving Alignment and Robustness with Circuit Breakers Andy Zou Long Phan Justin Wang Derek Duenas Maxwell Lin Maksym Andriushchenko Rowan Wang Zico Kolter Matt Fredrikson Dan Hendrycks AAML 147 114 0 06 Jun 2024
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval Yueze Wang Zheng Liu Shitao Xiao Bo Zhao Yongping Xiong 114 29 0 06 Jun 2024
Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People Dun-Ming Huang Pol van Rijn Ilia Sucholutsky Raja Marjieh Nori Jacoby 64 2 0 06 Jun 2024
Self-Play with Adversarial Critic: Provable and Scalable Offline Alignment for Language Models Xiang Ji Sanjeev Kulkarni Mengdi Wang Tengyang Xie OffRL 110 5 0 06 Jun 2024
Open-Endedness is Essential for Artificial Superhuman Intelligence Edward Hughes Michael Dennis Jack Parker-Holder Feryal M. P. Behbahani Aditi Mavalankar Yuge Shi Tom Schaul Tim Rocktaschel LRM 106 33 0 06 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 96 56 0 06 Jun 2024
mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans Yusuke Sakai Hidetaka Kamigaito Taro Watanabe LRM 96 5 0 06 Jun 2024
Aligning Agents like Large Language Models Adam Jelley Yuhan Cao Dave Bignell Sam Devlin Tabish Rashid LM&Ro 117 1 0 06 Jun 2024
Confabulation: The Surprising Value of Large Language Model Hallucinations Peiqi Sui Eamon Duede Sophie Wu Richard Jean So HILM LLMAG 88 23 0 06 Jun 2024
Prototypical Reward Network for Data-Efficient RLHF Jinghan Zhang Xiting Wang Yiqiao Jin Changyu Chen Xinhao Zhang Kunpeng Liu ALM 91 22 0 06 Jun 2024
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments Zhiheng Xi Yiwen Ding Wenxiang Chen Boyang Hong Honglin Guo ... Qi Zhang Xipeng Qiu Xuanjing Huang Zuxuan Wu Yu-Gang Jiang LLMAG LM&Ro 119 42 0 06 Jun 2024
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness Guangliang Liu Milad Afshari Xitong Zhang Zhiyu Xue Avrajit Ghosh Bidhan Bashyal Rongrong Wang K. Johnson 78 0 0 06 Jun 2024
Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models Jisu Shin Hoyun Song Huije Lee Soyeong Jeong Jong C. Park 112 9 0 06 Jun 2024
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags Faisal Tareque Shohan Mir Tafseer Nayeem Samsul Islam Abu Ubaida Akash Shafiq Joty 76 4 0 06 Jun 2024
Effective Context Selection in LLM-based Leaderboard Generation: An Empirical Study Salomon Kabongo Jennifer D'Souza Sören Auer 75 5 0 06 Jun 2024
Exploring the Latest LLMs for Leaderboard Extraction Salomon Kabongo Jennifer D'Souza Sören Auer 56 2 0 06 Jun 2024
Efficient Knowledge Infusion via KG-LLM Alignment Zhouyu Jiang Ling Zhong Mengshu Sun Jun Xu Rui Sun Hui Cai Shuhan Luo Qing Cui 65 10 0 06 Jun 2024
LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification Chun Liu Hongguang Zhang Kainan Zhao Xinghai Ju Lin Yang 82 4 0 06 Jun 2024
JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits Minzhou Pan Yi Zeng Xue Lin Ning Yu Cho-Jui Hsieh Peter Henderson Ruoxi Jia WIGM 131 4 0 06 Jun 2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning Xiaohu Du Ming Wen Jiahao Zhu Zifan Xie Shezheng Song Bin Ji Xuanhua Shi Hai Jin 91 17 0 06 Jun 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 100 18 0 06 Jun 2024
Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking Roland Stolz Hanna Krasowski Jakob Thumm Michael Eichelbeck Philipp Gassert Matthias Althoff CLL 46 4 0 06 Jun 2024
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering Anand Subramanian Viktor Schlegel Abhinav Ramesh Kashyap Thanh-Tung Nguyen Vijay Prakash Dwivedi Stefan Winkler ELM LM&MA AI4MH 66 3 0 06 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 256 13 0 06 Jun 2024
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu Iryna Gurevych Anna Korhonen 188 6 0 06 Jun 2024
Ranking Manipulation for Conversational Search Engines Samuel Pfrommer Yatong Bai Tanmay Gautam Somayeh Sojoudi SILM 102 5 0 05 Jun 2024
Wings: Learning Multimodal LLMs without Text-only Forgetting Yi-Kai Zhang Shiyin Lu Yang Li Yanqing Ma Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang De-Chuan Zhan Han-Jia Ye VLM 128 10 0 05 Jun 2024
LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback Timon Ziegenbein Gabriella Skitalinskaya Alireza Bayat Makou Henning Wachsmuth LLMAG KELM 101 8 0 05 Jun 2024
Llumnix: Dynamic Scheduling for Large Language Model Serving Biao Sun Ziming Huang Hanyu Zhao Wencong Xiao Xinyi Zhang Yong Li Wei Lin 93 57 0 05 Jun 2024
Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models Flavio Petruzzellis Alberto Testolin A. Sperduti ReLM LRM 90 3 0 05 Jun 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation Hao Li Yuping Wu Viktor Schlegel Riza Batista-Navarro Tharindu Madusanka ... Jiayan Zeng Xiaochi Wang Xinran He Yizhi Li Goran Nenadic 109 8 0 05 Jun 2024
DEER: A Delay-Resilient Framework for Reinforcement Learning with Variable Delays Bo Xia Yilun Kong Yongzhe Chang Bo Yuan Zhiheng Li Xueqian Wang Bin Liang OffRL 106 3 0 05 Jun 2024
FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models Xihang Yue Linchao Zhu Yi Yang KELM 85 0 0 05 Jun 2024
Exploring Human-AI Perception Alignment in Sensory Experiences: Do LLMs Understand Textile Hand? Shu Zhong Elia Gatti Youngjun Cho Marianna Obrist 81 3 0 05 Jun 2024
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining Shuqi Liu Bowei He Linqi Song LRM 79 1 0 05 Jun 2024