Title
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models Yixiao Zhang Yukara Ikemiya Gus Xia Naoki Murata Marco A. Martínez-Ramírez Wei-Hsiang Liao Yuki Mitsufuji Simon Dixon 138 23 0 09 Feb 2024
Task Supportive and Personalized Human-Large Language Model Interaction: A User Study Ben Wang Jiqun Liu Jamshed Karimnazarov Nicolas Thompson 52 18 0 09 Feb 2024
ContPhy: Continuum Physical Concept Learning and Reasoning from Videos Zhicheng Zheng Xin Yan Zhenfang Chen Jingzhou Wang Qin Zhi Eddie Lim Joshua B. Tenenbaum Chuang Gan LRM 76 10 0 09 Feb 2024
ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling Siming Yan Min Bai Weifeng Chen Xiong Zhou Qixing Huang Erran L. Li VLM 57 20 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 248 426 0 09 Feb 2024
Rethinking Data Selection for Supervised Fine-Tuning Ming Shen 46 21 0 08 Feb 2024
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models Hainiu Xu Runcong Zhao Lixing Zhu Bin Liang Yulan He 158 25 0 08 Feb 2024
A Prompt Response to the Demand for Automatic Gender-Neutral Translation Beatrice Savoldi Andrea Piergentili Dennis Fucci Matteo Negri L. Bentivogli 78 15 0 08 Feb 2024
Large Language Model Meets Graph Neural Network in Knowledge Distillation Shengxiang Hu Guobing Zou Song Yang Yanglan Gan Bofeng Zhang Yixin Chen 118 7 0 08 Feb 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Zhiheng Xi Wenxiang Chen Boyang Hong Senjie Jin Rui Zheng ... Xinbo Zhang Peng Sun Tao Gui Qi Zhang Xuanjing Huang LRM 74 28 0 08 Feb 2024
UFO: A UI-Focused Agent for Windows OS Interaction Chaoyun Zhang Liqun Li Shilin He Xu Zhang Bo Qiao ... Yu Kang Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang LLMAG 178 83 0 08 Feb 2024
Generalized Preference Optimization: A Unified Approach to Offline Alignment Yunhao Tang Z. Guo Zeyu Zheng Daniele Calandriello Rémi Munos Mark Rowland Pierre Harvey Richemond Michal Valko Bernardo Avila-Pires Bilal Piot 85 121 0 08 Feb 2024
Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents Yuxi Wei Zi Wang Yifan Lu Chenxin Xu Chang-rui Liu Hao Zhao Siheng Chen Yanfeng Wang VGen 131 75 0 08 Feb 2024
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation Yikai Zhang Siyu Yuan Caiyu Hu Kyle Richardson Yanghua Xiao Jiangjie Chen AI4CE LLMAG 73 18 0 08 Feb 2024
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation Xianghe Pang Shuo Tang Rui Ye Yuxin Xiong Bolun Zhang Yanfeng Wang Siheng Chen 197 36 0 08 Feb 2024
Rocks Coding, Not Development--A Human-Centric, Experimental Evaluation of LLM-Supported SE Tasks Wei Wang Huilong Ning Gaowei Zhang Libo Liu Yi Wang 116 16 0 08 Feb 2024
Benchmarking Large Language Models on Communicative Medical Coaching: a Novel System and Dataset Hengguan Huang Songtao Wang Hongfu Liu Hao Wang Ye Wang LM&MA 85 4 0 08 Feb 2024
GPTs Are Multilingual Annotators for Sequence Generation Tasks Juhwan Choi Eunju Lee Kyohoon Jin Youngbin Kim 68 11 0 08 Feb 2024
Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia Guangyu Shen Shuyang Cheng Kai-xian Zhang Guanhong Tao Shengwei An Lu Yan Zhuo Zhang Shiqing Ma Xiangyu Zhang 78 15 0 08 Feb 2024
Large Language Models for Psycholinguistic Plausibility Pretesting S. Amouyal A. Meltzer-Asscher Jonathan Berant ELM 50 7 0 08 Feb 2024
In-Context Principle Learning from Mistakes Tianjun Zhang Aman Madaan Luyu Gao Steven Zheng Swaroop Mishra Yiming Yang Niket Tandon Uri Alon KELM ReLM 111 27 0 08 Feb 2024
Noise Contrastive Alignment of Language Models with Explicit Rewards Huayu Chen Guande He Lifan Yuan Ganqu Cui Hang Su Jun Zhu 113 56 0 08 Feb 2024
Principled Preferential Bayesian Optimization Wenjie Xu Wenbin Wang Yuning Jiang B. Svetozarevic Colin N. Jones 69 8 0 08 Feb 2024
A Survey on Safe Multi-Modal Learning System Tianyi Zhao Liangliang Zhang Yao Ma Lu Cheng 158 14 0 08 Feb 2024
Learning mirror maps in policy mirror descent Carlo Alfano Sebastian Towers Silvia Sapora Chris Xiaoxuan Lu Patrick Rebeschini 63 0 0 07 Feb 2024
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications Boyi Wei Kaixuan Huang Yangsibo Huang Tinghao Xie Xiangyu Qi Mengzhou Xia Prateek Mittal Mengdi Wang Peter Henderson AAML 162 118 0 07 Feb 2024
Pedagogical Alignment of Large Language Models Shashank Sonkar Kangqi Ni Sapana Chaudhary Richard G. Baraniuk AI4Ed 44 9 0 07 Feb 2024
An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration Yihao Li Ru Zhang Jianyi Liu LRM 113 16 0 07 Feb 2024
Reconfidencing LLMs from the Grouping Loss Perspective Lihu Chen Alexandre Perez-Lebel Fabian M. Suchanek Gaël Varoquaux 310 12 0 07 Feb 2024
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning Hao Zhao Maksym Andriushchenko Francesco Croce Nicolas Flammarion ALM 169 57 0 07 Feb 2024
Direct Language Model Alignment from Online AI Feedback Shangmin Guo Biao Zhang Tianlin Liu Tianqi Liu Misha Khalman ... Thomas Mesnard Yao-Min Zhao Bilal Piot Johan Ferret Mathieu Blondel ALM 114 160 0 07 Feb 2024
A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models Marc Braun Jenny Kunz 42 3 0 07 Feb 2024
InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior Chenguo Lin Yadong Mu 3DV 72 40 0 07 Feb 2024
Source Identification in Abstractive Summarization Yoshi Suhara Dimitris Alikaniotis 67 2 0 07 Feb 2024
TransLLaMa: LLM-based Simultaneous Translation System Roman Koshkin Katsuhito Sudoh Satoshi Nakamura 55 26 0 07 Feb 2024
SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph Julio Cesar Rangel Reyes T. M. Farias A. Sima Norio Kobayashi 59 16 0 07 Feb 2024
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory Chaojun Xiao Pengle Zhang Xu Han Guangxuan Xiao Yankai Lin Zhengyan Zhang Zhiyuan Liu Maosong Sun LLMAG 132 55 0 07 Feb 2024
Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector Haihui Yang Xiaojun Quan 3DV 112 3 0 07 Feb 2024
S-Agents: Self-organizing Agents in Open-ended Environments Jia-Qing Chen Yu-Gang Jiang Jiachen Lu Li Zhang AIFin LLMAG LM&Ro 98 16 0 07 Feb 2024
Can Large Language Model Agents Simulate Human Trust Behaviors? Chengxing Xie Canyu Chen Feiran Jia Ziyu Ye Kai Shu Adel Bibi Ziniu Hu Philip Torr Guohao Li Ge Li LM&Ro LLMAG 138 60 0 07 Feb 2024
Detecting Mode Collapse in Language Models via Narration Sil Hamilton 51 9 0 06 Feb 2024
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton Yiyou Sun Junjie Hu Wei Cheng Haifeng Chen RALM AI4CE 107 1 0 06 Feb 2024
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text Dor Bernsohn Gil Semo Yaron Vazana Gila Hayat Ben Hagag Joel Niklaus Rohit Saha Kyryl Truskovskyi AILaw 68 18 0 06 Feb 2024
LESS: Selecting Influential Data for Targeted Instruction Tuning Mengzhou Xia Sadhika Malladi Suchin Gururangan Sanjeev Arora Danqi Chen 166 247 0 06 Feb 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark Zhenwen Liang Kehan Guo Gang Liu Taicheng Guo Yujun Zhou Tianyu Yang Jiajun Jiao Renjie Pi Jipeng Zhang Xiangliang Zhang ELM 90 24 0 06 Feb 2024
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls Yu Du Fangyun Wei Hongyang R. Zhang LLMAG 103 46 0 06 Feb 2024
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal Mantas Mazeika Long Phan Xuwang Yin Andy Zou Zifan Wang ... Nathaniel Li Steven Basart Bo Li David A. Forsyth Dan Hendrycks AAML 125 419 0 06 Feb 2024
Prioritizing Safeguarding Over Autonomy: Risks of LLM Agents for Science Xiangru Tang Qiao Jin Kunlun Zhu Tongxin Yuan Yichi Zhang ... Jian Tang Zhuosheng Zhang Arman Cohan Zhiyong Lu Mark B. Gerstein LLMAG ELM 119 47 0 06 Feb 2024
MusicRL: Aligning Music Generation to Human Preferences Geoffrey Cideron Sertan Girgin Mauro Verzetti Damien Vincent Matej Kastelic ... Olivier Pietquin Matthieu Geist Léonard Hussenot Neil Zeghidour A. Agostinelli 91 22 0 06 Feb 2024
Harnessing the Plug-and-Play Controller by Prompting Hao Wang Lei Sha 73 4 0 06 Feb 2024