Title
How Well Do LLMs Identify Cultural Unity in Diversity? Jialin Li Junli Wang Junjie Hu Ming Jiang 78 4 0 09 Aug 2024
Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts Tingchen Fu Yupeng Hou Julian McAuley Rui Yan 92 4 0 09 Aug 2024
Instruction Tuning-free Visual Token Complement for Multimodal LLMs Dongsheng Wang Jiequan Cui Miaoge Li Wang Lin Bo Chen Hanwang Zhang MLLM 50 4 0 09 Aug 2024
Towards a Generative Approach for Emotion Detection and Reasoning Ankita Bhaumik T. Strzalkowski ReLM LRM 84 3 0 09 Aug 2024
SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation Chenming Tang Zhixiang Wang Hao Sun 96 1 0 09 Aug 2024
Better Alignment with Instruction Back-and-Forth Translation Thao Nguyen Jeffrey Li Sewoong Oh Ludwig Schmidt Jason Weston Luke Zettlemoyer Xian Li SyDa 88 7 0 08 Aug 2024
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression Xingwu Chen Lei Zhao Difan Zou 77 8 0 08 Aug 2024
Compromesso! Italian Many-Shot Jailbreaks Undermine the Safety of Large Language Models Fabio Pernisi Dirk Hovy Paul Röttger 84 1 0 08 Aug 2024
Emergence in Multi-Agent Systems: A Safety Perspective Philipp Altmann Julian Schonberger Steffen Illium Maximilian Zorn Fabian Ritz Tom Haider Simon Burton Thomas Gabor 74 1 0 08 Aug 2024
Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive Debate Yiqun Zhang Xiaocui Yang Shi Feng Daling Wang Yifei Zhang Kaisong Song LLMAG 116 6 0 08 Aug 2024
Exploring Reasoning Biases in Large Language Models Through Syllogism: Insights from the NeuBAROCO Dataset Kentaro Ozeki Risako Ando Takanobu Morishita Hirohiko Abe K. Mineshima Mitsuhiro Okada LRM 61 4 0 08 Aug 2024
Overview of the NLPCC 2024 Shared Task on Chinese Metaphor Generation Xingwei Qu Ge Zhang Siwei Wu Yizhi Li Chenghua Lin 100 2 0 08 Aug 2024
EMTeC: A Corpus of Eye Movements on Machine-Generated Texts Lena S. Bolliger Patrick Haller Isabelle Caroline Rose Cretton D. R. Reich Tannon Kew Lena Ann Jäger 76 5 0 08 Aug 2024
Diffusion Guided Language Modeling Justin Lovelace Varsha Kishore Yiwei Chen Kilian Q. Weinberger 124 8 0 08 Aug 2024
Listwise Reward Estimation for Offline Preference-based Reinforcement Learning Heewoong Choi Sangwon Jung Hongjoon Ahn Taesup Moon OffRL 122 4 0 08 Aug 2024
Patchview: LLM-Powered Worldbuilding with Generative Dust and Magnet Visualization John Joon Young Chung Max Kreminski 103 14 0 07 Aug 2024
Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? Anupama Chingacham Miaoran Zhang Vera Demberg Dietrich Klakow 73 0 0 07 Aug 2024
Simplifying Scholarly Abstracts for Accessible Digital Libraries Haining Wang Jason Clark 86 1 0 07 Aug 2024
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring Zifan Wang Christopher Ormerod ELM 65 1 0 07 Aug 2024
Prompt and Prejudice Lorenzo Berlincioni Luca Cultrera Federico Becattini Marco Bertini A. Bimbo 73 0 0 07 Aug 2024
CARE: A Clue-guided Assistant for CSRs to Read User Manuals Weihong Du Jia-Wei Liu Zujie Wen Dingnan Jin Hongru Liang Wenqiang Lei 91 0 0 07 Aug 2024
PAGED: A Benchmark for Procedural Graphs Extraction from Documents Weihong Du Wenrui Liao Hongru Liang Wenqiang Lei 93 1 0 07 Aug 2024
EnJa: Ensemble Jailbreak on Large Language Models Jiahao Zhang Zilong Wang Ruofan Wang Xingjun Ma Yu-Gang Jiang AAML 46 2 0 07 Aug 2024
MoExtend: Tuning New Experts for Modality and Task Extension Shanshan Zhong Shanghua Gao Zhongzhan Huang Wushao Wen Marinka Zitnik Pan Zhou VLM MLLM MoE 116 7 0 07 Aug 2024
On the Generalization of Preference Learning with DPO Shawn Im Yixuan Li 85 2 0 06 Aug 2024
StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation Boxi Cao Mengjie Ren Hongyu Lin Xianpei Han Feng Zhang Junfeng Zhan Le Sun ELM 78 3 0 06 Aug 2024
Conditioning LLMs with Emotion in Neural Machine Translation Charles Brazier Jean-Luc Rouas CVBM 68 2 0 06 Aug 2024
Inference Optimizations for Large Language Models: Effects, Challenges, and Practical Considerations Leo Donisch Sigurd Schacht Carsten Lanquillon 81 2 0 06 Aug 2024
Compromising Embodied Agents with Contextual Backdoor Attacks Aishan Liu Yuguang Zhou Xianglong Liu Tianyuan Zhang Siyuan Liang ... Tianlin Li Junqi Zhang Wenbo Zhou Qing Guo Dacheng Tao LLMAG AAML 120 13 0 06 Aug 2024
Body of Her: A Preliminary Study on End-to-End Humanoid Agent Tenglong Ao LM&Ro 55 3 0 06 Aug 2024
A Framework for Fine-Tuning LLMs using Heterogeneous Feedback Ryan Aponte Ryan Rossi Shunan Guo Franck Dernoncourt Tong Yu Xiang Chen Subrata Mitra Nedim Lipka OffRL 43 0 0 05 Aug 2024
XMainframe: A Large Language Model for Mainframe Modernization Anh T. V. Dau Hieu Trung Dao Anh Tuan Nguyen Hieu Trung Tran Phong X. Nguyen Nghi D. Q. Bui 90 2 0 05 Aug 2024
Self-Taught Evaluators Tianlu Wang Ilia Kulikov O. Yu. Golovneva Ping Yu Weizhe Yuan Jane Dwivedi-Yu Richard Yuanzhe Pang Maryam Fazel-Zarandi Jason Weston Xian Li ALM LRM 84 27 0 05 Aug 2024
Can Reinforcement Learning Unlock the Hidden Dangers in Aligned Large Language Models? Mohammad Bahrami Karkevandi Nishant Vishwamitra Peyman Najafirad AAML 87 1 0 05 Aug 2024
SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models Muxi Diao Rumei Li Shiyang Liu Guogang Liao Jingang Wang Xunliang Cai Weiran Xu AAML 111 2 0 05 Aug 2024
Language Model Can Listen While Speaking Ziyang Ma Yakun Song Chenpeng Du Jian Cong Zhuo Chen Yuping Wang Yansen Wang Xie Chen AuLLM 103 28 0 05 Aug 2024
Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information Yauwai Yim Chunkit Chan Tianyu Shi Zheye Deng Wei Fan Tianshi Zheng Yangqiu Song LLMAG 107 13 0 05 Aug 2024
SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models Shujuan Zhao Lingfeng Qiao Kangyang Luo Qian-Wen Zhang Junru Lu Di Yin AIFin 80 3 0 05 Aug 2024
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 148 9 0 05 Aug 2024
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding Renato Vukovic David Arps Carel van Niekerk Benjamin Matthias Ruppik Hsien-chin Lin Michael Heck Milica Gašić 105 1 0 05 Aug 2024
Caution for the Environment: Multimodal Agents are Susceptible to Environmental Distractions Xinbei Ma Yiting Wang Yao Yao Tongxin Yuan Aston Zhang Zhuosheng Zhang Hai Zhao LLMAG AAML 122 26 0 05 Aug 2024
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets Shima Foolad Kourosh Kiani R. Rastgoo FaML 94 0 0 04 Aug 2024
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process Peng Wang Xiaobin Wang Chao Lou Shengyu Mao Pengjun Xie Yong Jiang 97 4 0 04 Aug 2024
Representation Bias of Adolescents in AI: A Bilingual, Bicultural Study Robert Wolfe Aayushi Dangol Bill Howe Alexis Hiniker 102 6 0 04 Aug 2024
Sólo Escúchame: Spanish Emotional Accompaniment Chatbot Bruno Gil Ramírez Jessica Nayeli López Espejel María del Carmen Santiago Díaz Gustavo Trinidad Rubín Linares AI4MH 51 0 0 03 Aug 2024
Evaluating the Impact of Advanced LLM Techniques on AI-Lecture Tutors for a Robotics Course Sebastian Kahl Felix Löffler Martin Maciol Fabian Ridder Marius Schmitz Jennifer Spanagel Jens Wienkamp Christopher Burgahn M. Schilling 66 4 0 02 Aug 2024
Mission Impossible: A Statistical Perspective on Jailbreaking LLMs Jingtong Su Mingyu Lee SangKeun Lee 93 12 0 02 Aug 2024
Talk Less, Interact Better: Evaluating In-context Conversational Adaptation in Multimodal LLMs Yilun Hua Yoav Artzi 98 4 0 02 Aug 2024
Conditional LoRA Parameter Generation Aaron Mueller Millicent Li Koyena Pal Wangbo Zhao Yukun Zhou Jiuding Sun Yonatan Belinkov DiffM 91 6 0 02 Aug 2024
NOLO: Navigate Only Look Once Mengyu Bu Shuhao Gu Yang Feng EgoV 108 1 0 02 Aug 2024