Title
Coalitions of Large Language Models Increase the Robustness of AI Agents Prattyush Mangal Carol Mak Theo Kanakis Timothy Donovan Dave Braines Edward Pyzer-Knapp 58 1 0 02 Aug 2024
Prompt Refinement or Fine-tuning? Best Practices for using LLMs in Computational Social Science Tasks Anders Giovanni Moller L. Aiello LLMAG 53 4 0 02 Aug 2024
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only He Zhu Junyou Su Tianle Lun Yicheng Tao Wenjia Zhang Zipei Fan Guanhua Chen ALM 86 5 0 02 Aug 2024
TCR-GPT: Integrating Autoregressive Model and Reinforcement Learning for T-Cell Receptor Repertoires Generation Yicheng Lin David Soto Roberto Santana 60 1 0 02 Aug 2024
Dissecting Dissonance: Benchmarking Large Multimodal Models Against Self-Contradictory Instructions Jin Gao Lei Gan Yuankai Li Yixin Ye Dequan Wang 73 3 0 02 Aug 2024
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts Youna Kim Sungmin Cho Cheonbok Park Choonghyun Park Hyunsoo Cho Junyeob Kim Kang Min Yoo Sang-goo Lee Taeuk Kim 81 7 0 02 Aug 2024
LLM as Runtime Error Handler: A Promising Pathway to Adaptive Self-Healing of Software Systems Zhensu Sun Haotian Zhu Bowen Xu Xiaoning Du Yizhe Zhu David Lo 81 4 0 02 Aug 2024
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments Erfan Entezami Mahsa Sahebdel Dhawal Gupta 88 0 0 02 Aug 2024
A Survey on Self-play Methods in Reinforcement Learning Chao Yu Zelai Xu Chengdong Ma Chao Yu Weijuan Tu ... Deheng Ye Wenbo Ding Yaodong Yang Yu Wang Yu Wang SyDa SSL OnRL 185 9 0 02 Aug 2024
Hybrid Querying Over Relational Databases and Large Language Models T. Pham Cody T. Reynolds A. El Abbadi 93 1 0 01 Aug 2024
Intermittent Semi-working Mask: A New Masking Paradigm for LLMs Mingcong Lu Jiangcai Zhu Wang Hao Zheng Li Shusheng Zhang Kailai Shao Chao Chen Nan Li Feng Wang Xin Lu 67 0 0 01 Aug 2024
GalleryGPT: Analyzing Paintings with Large Multimodal Models Yi Bin Wenhao Shi Yujuan Ding Zhiqiang Hu Zheng Wang Yang Yang See-Kiong Ng H. Shen MLLM 96 11 0 01 Aug 2024
Towards Reliable Advertising Image Generation Using Human Feedback Thorben Werner Wei Feng Haohan Wang Yaoyu Li Jingsen Wang ... Maximilian Stubbemann Junsheng Jin Lars Schmidt-Thieme Zhangang Lin Jingping Shao 134 3 0 01 Aug 2024
What comes after transformers? -- A selective survey connecting ideas in deep learning Johannes Schneider AI4CE 125 2 0 01 Aug 2024
Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks Jy-yong Sohn Dohyun Kwon Seoyeon An Kangwook Lee 111 0 0 01 Aug 2024
ABC Align: Large Language Model Alignment for Safety & Accuracy Gareth Seneque Lap-Hang Ho Peter W. Glynn Yinyu Ye Jeffrey Molendijk 92 1 0 01 Aug 2024
A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence Mingyang Liu Gabriele Farina Asuman Ozdaglar 83 3 0 01 Aug 2024
Tamper-Resistant Safeguards for Open-Weight LLMs Rishub Tamirisa Bhrugu Bharathi Long Phan Andy Zhou Alice Gatti ... Andy Zou Dawn Song Bo Li Dan Hendrycks Mantas Mazeika AAML MU 135 63 0 01 Aug 2024
A new approach for encoding code and assisting code understanding Mengdan Fan Changde Du Haiyan Zhao Zhi Jin 157 0 0 01 Aug 2024
Finch: Prompt-guided Key-Value Cache Compression Giulio Corallo Paolo Papotti 124 3 0 31 Jul 2024
Automatic Generation of Behavioral Test Cases For Natural Language Processing Using Clustering and Prompting Ying Li Rahul Singh Tarun Joshi Agus Sudjianto 52 1 0 31 Jul 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? Richard Ren Steven Basart Adam Khoja Alice Gatti Long Phan ... Alexander Pan Gabriel Mukobi Ryan H. Kim Stephen Fitz Dan Hendrycks ELM 87 26 0 31 Jul 2024
Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs Shiping Liu Kecheng Zheng Wei Chen MLLM 116 53 0 31 Jul 2024
Social Learning through Interactions with Other Agents: A Survey Dylan Hillier Cheston Tan Jing Jiang 109 2 0 31 Jul 2024
QuestGen: Effectiveness of Question Generation Methods for Fact-Checking Applications Rivik Setty Vinay Setty 101 4 0 31 Jul 2024
FTuner: A Fast Dynamic Shape Tensors Program Auto-Tuner for Deep Learning Compilers Pengyu Mu Linquan Wei Yi Liu Rui Wang 62 1 0 31 Jul 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models Zhengxuan Wu Yuhao Zhang Linquan Wei Yumo Xu Rujun Han Yi Liu Jifan Chen Bonan Min Zhiheng Huang 95 0 0 31 Jul 2024
Towards interfacing large language models with ASR systems using confidence measures and prompting Maryam Naderi Xingrui Yang Weihan Wang Sevada Hovsepyan Weichen Dai KELM 62 1 0 31 Jul 2024
Big Cooperative Learning Yulai Cong AI4CE 70 0 0 31 Jul 2024
Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment Sangwon Yu Jongyoon Song Bongkyu Hwang Hoyoung Kang Sooah Cho Junhwa Choi Seongho Joe Taehee Lee Youngjune Gwon Sungroh Yoon 233 6 0 31 Jul 2024
TAROT: Task-Oriented Authorship Obfuscation Using Policy Optimization Methods Gabriel Loiseau Damien Sileo Damien Riquet Maxime Meyer Marc Tommasi 72 0 0 31 Jul 2024
Decomposed Prompting to Answer Questions on a Course Discussion Board Brandon Jaipersaud Paul Zhang Jimmy Ba Andrew Petersen Lisa Zhang Michael Ruogu Zhang 54 3 0 30 Jul 2024
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning Hosung Lee Sejin Kim Seungpil Lee Sanha Hwang Jihwan Lee Byung-Jun Lee Sundong Kim LRM 92 9 0 30 Jul 2024
Autonomous Improvement of Instruction Following Skills via Foundation Models Zhiyuan Zhou P. Atreya Abraham Lee Homer Walke Oier Mees Sergey Levine 95 14 0 30 Jul 2024
Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education Lin Gao Jing Lu Zekai Shao Ziyue Lin Shengbin Yue Chio-in Ieong Yi Sun Rory James Zauner Zhongyu Wei Siming Chen 68 12 0 30 Jul 2024
Machine Unlearning in Generative AI: A Survey Zheyuan Liu Guangyao Dou Zhaoxuan Tan Yijun Tian Meng Jiang MU 109 19 0 30 Jul 2024
A federated large language model for long-term time series forecasting Raed Abdel Sater A. B. Hamza AI4TS 44 5 0 30 Jul 2024
MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning Yupeng Chen Senmiao Wang Zhihang Lin Zhihang Lin Yushun Zhang Tian Ding Ruoyu Sun Ruoyu Sun CLL 180 5 0 30 Jul 2024
CoMMIT: Coordinated Instruction Tuning for Multimodal Large Language Models Junda Wu Xintong Li Tong Yu Yu Wang Xiang Chen Jiuxiang Gu Lina Yao Jingbo Shang Julian McAuley 75 2 0 29 Jul 2024
Apple Intelligence Foundation Language Models Tom Gunter Zirui Wang Chong-Jun Wang Ruoming Pang Andy Narayanan ... Xinwen Liu Yang Zhao Yin Xia Zhile Ren Zhongzheng Ren 148 40 0 29 Jul 2024
Can Editing LLMs Inject Harm? Canyu Chen Baixiang Huang Zekun Li Zhaorun Chen Shiyang Lai ... Xifeng Yan William Wang Philip Torr Dawn Song Kai Shu KELM 157 15 0 29 Jul 2024
An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation Cheng Yang Guoping Huang Mo Yu Zhirui Zhang Siheng Li Mingming Yang Shuming Shi Yujiu Yang Lemao Liu 120 1 0 29 Jul 2024
Efficient Training of Large Language Models on Distributed Infrastructures: A Survey Jiangfei Duan Shuo Zhang Zerui Wang Lijuan Jiang Wenwen Qu ... Dahua Lin Yonggang Wen Xin Jin Tianwei Zhang Peng Sun 159 13 0 29 Jul 2024
Legal Minds, Algorithmic Decisions: How LLMs Apply Constitutional Principles in Complex Scenarios Camilla Bignotti C. Camassa AILaw ELM 76 2 0 29 Jul 2024
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models Somshubra Majumdar Vahid Noroozi Mehrzad Samadi Sean Narenthiran Aleksander Ficek Wasi Uddin Ahmad Jocelyn Huang Jagadeesh Balam Boris Ginsburg SyDa 140 3 0 29 Jul 2024
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge Tianhao Wu Weizhe Yuan O. Yu. Golovneva Jing Xu Yuandong Tian Jiantao Jiao Jason Weston Sainbayar Sukhbaatar ALM KELM LRM 142 96 0 28 Jul 2024
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain Pierre Colombo T. Pires Malik Boudiaf Rui Melo Dominic Culver Sofia Morgado Etienne Malaboeuf Gabriel Hautreux Johanne Charpentier Michael Desa ELM AILaw ALM 98 17 0 28 Jul 2024
Logic Distillation: Learning from Code Function by Function for Planning and Decision-making Dong Chen Shilin Zhang Fei Gao Yueting Zhuang Siliang Tang Qidong Liu Mingliang Xu LRM 45 1 0 28 Jul 2024
Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and Alignment Max Wilcoxson Morten Svendgård Ria Doshi Dylan Davis Reya Vir Anant Sahai 53 0 0 27 Jul 2024
GP-VLS: A general-purpose vision language model for surgery Samuel Schmidgall Joseph Cho C. Zakka W. Hiesinger LM&MA 141 6 0 27 Jul 2024