Title
Audio-visual training for improved grounding in video-text LLMs Shivprasad Sagare Hemachandran S Kinshuk Sarabhai Prashant Ullegaddi SA Rajeshkumar 62 0 0 21 Jul 2024
Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives D. Hagos Rick Battle Danda B. Rawat LM&MA OffRL 116 28 0 20 Jul 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons Shayne Longpre Robert Mahari Ariel N. Lee Campbell Lund Hamidah Oderinwale ... Hanlin Li Daphne Ippolito Sara Hooker Jad Kabbara Sandy Pentland 129 43 0 20 Jul 2024
Improving Context-Aware Preference Modeling for Language Models Silviu Pitis Ziang Xiao Nicolas Le Roux Alessandro Sordoni 99 12 0 20 Jul 2024
DISCO: Embodied Navigation and Interaction via Differentiable Scene Semantics and Dual-level Control Xinyu Xu Shengcheng Luo Yanchao Yang Yong-Lu Li Cewu Lu LM&Ro 109 1 0 20 Jul 2024
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs) Apurv Verma Satyapriya Krishna Sebastian Gehrmann Madhavan Seshadri Anu Pradhan Tom Ault Leslie Barrett David Rabinowitz John Doucette Nhathai Phan 129 15 0 20 Jul 2024
Value Internalization: Learning and Generalizing from Social Reward Frieda Rong Max Kleiman-Weiner 68 1 0 19 Jul 2024
Internal Consistency and Self-Feedback in Large Language Models: A Survey Xun Liang Shichao Song Zifan Zheng Hanyu Wang Qingchen Yu ... Rong-Hua Li Peng Cheng Zhonghao Wang Feiyu Xiong Zhiyu Li HILM LRM 162 30 0 19 Jul 2024
On Pre-training of Multimodal Language Models Customized for Chart Understanding Wan-Cyuan Fan Yen-Chun Chen Mengchen Liu Lu Yuan Leonid Sigal 103 7 0 19 Jul 2024
The Vision of Autonomic Computing: Can LLMs Make It a Reality? Zhiyang Zhang Fangkai Yang Xiaoting Qin Jue Zhang Qingwei Lin Gong Cheng Dongmei Zhang Saravan Rajmohan Qi Zhang 49 3 0 19 Jul 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 92 10 0 19 Jul 2024
Clinical Reading Comprehension with Encoder-Decoder Models Enhanced by Direct Preference Optimization Md Sultan al Nahian R. Kavuluru MedIm AI4CE 61 0 0 19 Jul 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering Rujun Han Yuhao Zhang Peng Qi Yumo Xu Jenyuan Wang Lan Liu William Yang Wang Bonan Min Vittorio Castelli RALM 78 29 0 19 Jul 2024
Decomposed Direct Preference Optimization for Structure-Based Drug Design Xiwei Cheng Xiangxin Zhou Yuwei Yang Yu Bao Quanquan Gu 67 3 0 19 Jul 2024
A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits Junghyun Lee Se-Young Yun Kwang-Sung Jun 202 6 0 19 Jul 2024
Data-Centric Human Preference with Rationales for Direct Preference Alignment H. Just Ming Jin Anit Kumar Sahu Huy Phan Ruoxi Jia 90 3 0 19 Jul 2024
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking Zhuoer Wang Leonardo F. R. Ribeiro Alexandros Papangelis Rohan Mukherjee Tzu-Yen Wang Xinyan Zhao Arijit Biswas James Caverlee A. Metallinou 74 0 0 18 Jul 2024
BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization Ahmed Allam 94 10 0 18 Jul 2024
Learning Goal-Conditioned Representations for Language Reward Models Vaskar Nath Dylan Slack Jeff Da Yuntao Ma Hugh Zhang Spencer Whitehead Sean Hendryx 58 0 0 18 Jul 2024
LLMs as Function Approximators: Terminology, Taxonomy, and Questions for Evaluation David Schlangen 78 1 0 18 Jul 2024
Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review Masatoshi Uehara Yulai Zhao Tommaso Biancalani Sergey Levine 147 32 0 18 Jul 2024
Understanding Reference Policies in Direct Preference Optimization Yixin Liu Pengfei Liu Arman Cohan 73 11 0 18 Jul 2024
Prover-Verifier Games improve legibility of LLM outputs Jan Hendrik Kirchner Yining Chen Harri Edwards Jan Leike Nat McAleese Yuri Burda LRM AAML 82 32 0 18 Jul 2024
Weak-to-Strong Reasoning Yuqing Yang Yan Ma Pengfei Liu LRM 80 19 0 18 Jul 2024
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies Chaofan Tao Qian Liu Longxu Dou Niklas Muennighoff Zhongwei Wan Ping Luo Min Lin Ngai Wong PILM 132 54 0 18 Jul 2024
Research on Tibetan Tourism Viewpoints information generation system based on LLM Jinhu Qi Shuai Yan Wentao Zhang Yibo Zhang Zirui Liu Ke Wang 53 1 0 18 Jul 2024
DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection Donghee Choi Jinkyu Kim Mogan Gim Jinho Lee Jaewoo Kang 80 0 0 18 Jul 2024
From Words to Worlds: Compositionality for Cognitive Architectures Ruchira Dhar Anders Sogaard 98 0 0 18 Jul 2024
Learning-From-Mistakes Prompting for Indigenous Language Translation You-Cheng Liao Chen-Jui Yu Chi-Yi Lin He-Feng Yun Yen-Hsiang Wang Hsiao-Min Li Yao-Chung Fan 100 1 0 18 Jul 2024
Multimodal Label Relevance Ranking via Reinforcement Learning Taian Guo Taolin Zhang Haoqian Wu Hanjun Li Ruizhi Qiao Xing Sun OffRL 50 0 0 18 Jul 2024
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking Ting-Chih Chen Chia-Wei Tang Chris Thomas 96 5 0 18 Jul 2024
Establishing Knowledge Preference in Language Models Sizhe Zhou Sha Li Yu Meng Yizhu Jiao Heng Ji Jiawei Han KELM 135 0 0 17 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 126 8 0 17 Jul 2024
Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions Jinsung Yoon Raj Sinha Sercan O. Arik Tomas Pfister 73 1 0 17 Jul 2024
MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline D. Han Eunhwan Park Gisang Lee Adam Lee Nojun Kwak 128 4 0 17 Jul 2024
The Better Angels of Machine Personality: How Personality Relates to LLM Safety Jie Zhang Dongrui Liu Chao Qian Ziyue Gan Yong Liu Yu Qiao Jing Shao LLMAG PILM 101 12 0 17 Jul 2024
VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation Zhen Qu Xian Tao Mukesh Prasad Fei Shen Zhengtao Zhang Xinyi Gong Guiguang Ding VLM 108 16 0 17 Jul 2024
Questionable practices in machine learning Gavin Leech Juan J. Vazquez Misha Yagudin Niclas Kupper Laurence Aitchison 110 6 0 17 Jul 2024
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin DiffM VGen 200 17 0 17 Jul 2024
PersLLM: A Personified Training Approach for Large Language Models Zheni Zeng Jiayi Chen Haotian Chen Yukun Yan Yuxuan Chen Zhenghao Liu Zhiyuan Liu Maosong Sun LLMAG 139 2 0 17 Jul 2024
ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data Yufan Shen Chuwei Luo Zhaoqing Zhu Yang Chen Qi Zheng Zhi Yu Jiajun Bu Cong Yao 143 2 0 17 Jul 2024
Satisficing Exploration for Deep Reinforcement Learning Dilip Arumugam Saurabh Kumar Ramki Gummadi Benjamin Van Roy 67 1 0 16 Jul 2024
Exploration Unbound Dilip Arumugam Wanqiao Xu Benjamin Van Roy 80 0 0 16 Jul 2024
Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models Zihao Xu Yi Liu Gelei Deng Kailong Wang Yuekang Li Ling Shi S. Picek KELM 80 0 0 16 Jul 2024
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning Yanting Miao William Loh Suraj Kothawade Pascal Poupart Abdullah Rashwan Yeqing Li EGVM 67 5 0 16 Jul 2024
What's Wrong? Refining Meeting Summaries with LLM Feedback Frederic Kirstein Terry Ruas Bela Gipp 111 6 0 16 Jul 2024
Enhancing Parameter Efficiency and Generalization in Large-Scale Models: A Regularized and Masked Low-Rank Adaptation Approach Yuzhu Mao Siqi Ping Zihao Zhao Yang Liu Wenbo Ding 103 1 0 16 Jul 2024
SwitchCIT: Switching for Continual Instruction Tuning of Large Language Models Xinbo Wu Max Hartman Vidhata Arjun Jayaraman Lav Varshney CLL LRM 110 1 0 16 Jul 2024
ECoh: Turn-level Coherence Evaluation for Multilingual Dialogues John Mendonça Isabel Trancoso A. Lavie 70 3 0 16 Jul 2024
Do LLMs have Consistent Values? Naama Rozen G. Elidan Amir Globerson Ella Daniel 132 4 0 16 Jul 2024