Title
Generative Reward Models Dakota Mahan Duy Phung Rafael Rafailov Chase Blagden Nathan Lile Louis Castricato Jan-Philipp Fränken Chelsea Finn Alon Albalak VLM SyDa OffRL 88 42 0 02 Oct 2024
Investigating on RLHF methodology Alexey Kutalev Sergei Markoff 45 0 0 02 Oct 2024
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models Shayekh Bin Islam Md Asib Rahman K S M Tozammel Hossain Enamul Hoque Shafiq Joty Md. Rizwan Parvez RALM AIFin LRM VLM 86 16 0 02 Oct 2024
PreND: Enhancing Intrinsic Motivation in Reinforcement Learning through Pre-trained Network Distillation Mohammadamin Davoodabadi Negin Hashemi Dijujin M. Baghshah 63 0 0 02 Oct 2024
Evaluating Robustness of Reward Models for Mathematical Reasoning Sunghwan Kim Dongjin Kang Taeyoon Kwon Hyungjoo Chae Jungsoo Won Dongha Lee Jinyoung Yeo 81 7 0 02 Oct 2024
FactAlign: Long-form Factuality Alignment of Large Language Models Chao-Wei Huang Yun-Nung Chen HILM 79 4 0 02 Oct 2024
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging Tingfeng Hui Zhenyu Zhang Shuohuan Wang Yu Sun Hua Wu Sen Su MoE 84 0 0 02 Oct 2024
Integrative Decoding: Improve Factuality via Implicit Self-consistency Yi Cheng Xiao Liang Yeyun Gong Wen Xiao Song Wang ... Wenjie Li Jian Jiao Qi Chen Peng Cheng Wayne Xiong HILM 208 3 0 02 Oct 2024
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks Xingxuan Li Weiwen Xu Ruochen Zhao Fangkai Jiao Shafiq Joty Lidong Bing LRM 119 11 0 02 Oct 2024
FlipAttack: Jailbreak LLMs via Flipping Yue Liu Xiaoxin He Miao Xiong Jinlan Fu Shumin Deng Bryan Hooi AAML 105 17 0 02 Oct 2024
FlashMask: Efficient and Rich Mask Extension of FlashAttention Guoxia Wang Jinle Zeng Xiyuan Xiao Siming Wu Jiabin Yang Lujing Zheng Zeyu Chen Jiang Bian Dianhai Yu Haifeng Wang 390 3 0 02 Oct 2024
Moral Alignment for LLM Agents Elizaveta Tennant Stephen Hailes Mirco Musolesi 145 8 0 02 Oct 2024
Reasoning Elicitation in Language Models via Counterfactual Feedback Alihan Hüyük Xinnuo Xu Jacqueline R. M. A. Maasch Aditya V. Nori Javier González ReLM LRM 449 3 0 02 Oct 2024
Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo Shengyu Feng Xiang Kong Shuang Ma Aonan Zhang Dong Yin Chong-Jun Wang Ruoming Pang Yiming Yang LRM 120 2 0 02 Oct 2024
Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models Angela Lopez-Cardona Carlos Segura Alexandros Karatzoglou Sergi Abadal Ioannis Arapakis ALM 177 4 0 02 Oct 2024
Endless Jailbreaks with Bijection Learning Brian R. Y. Huang Maximilian Li Leonard Tang AAML 185 8 0 02 Oct 2024
LASeR: Learning to Adaptively Select Reward Models with Multi-Armed Bandits Duy Nguyen Archiki Prasad Elias Stengel-Eskin Joey Tianyi Zhou 51 3 0 02 Oct 2024
Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech Wonjune Kang Junteng Jia Chunyang Wu Wei Zhou Egor Lakomkin ... Leda Sari Suyoun Kim Ke Li Jay Mahadeokar Ozlem Kalinli AuLLM 131 6 0 02 Oct 2024
Auction-Based Regulation for Artificial Intelligence Marco Bornstein Zora Che Suhas Julapalli Abdirisak Mohamed Amrit Singh Bedi Furong Huang 113 1 0 02 Oct 2024
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding Yanming Liu Xinyue Peng Jiannan Cao Shi Bo Yanxin Shen Tianyu Du Sheng Cheng Xun Wang Jianwei Yin Xuhong Zhang 156 9 0 02 Oct 2024
Mixing It Up: The Cocktail Effect of Multi-Task Fine-Tuning on LLM Performance -- A Case Study in Finance Meni Brief Oded Ovadia Gil Shenderovitz Noga Ben Yoash Rachel Lemberg Eitam Sheetrit 87 4 0 01 Oct 2024
Interactive Explainable Anomaly Detection for Industrial Settings Daniel Gramelt Timon Höfer Ute Schmid AAML HAI 133 1 0 01 Oct 2024
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization Mingye Zhu Yi Liu Quan Wang Junbo Guo Zhendong Mao 65 1 0 01 Oct 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference Yang Han Yiming Wang Rui Wang Lu Chen Kai Yu AI4TS ALM 65 2 0 01 Oct 2024
AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation Jiafei Duan Wilbert Pumacay Nishanth Kumar Yi Ru Wang Shulin Tian Wentao Yuan Ranjay Krishna Dieter Fox Ajay Mandlekar Yijie Guo VLM LRM 123 29 0 01 Oct 2024
FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices Zhidong Gao Yu Zhang Zhenxiao Zhang Yanmin Gong Yuanxiong Guo 71 1 0 01 Oct 2024
PclGPT: A Large Language Model for Patronizing and Condescending Language Detection Hongbo Wang Mingda Li Junyu Lu Hebin Xia Liang Yang Bo Xu Ruizhu Liu Hongfei Lin 68 0 0 01 Oct 2024
A Taxonomy of Loss Functions for Stochastic Optimal Control Carles Domingo-Enrich 86 4 0 01 Oct 2024
Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown Xingzhou Lou Dong Yan Wei Shen Yuzi Yan Jian Xie Junge Zhang 220 28 0 01 Oct 2024
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining Jie Cheng Ruixi Qiao Gang Xiong Binhua Li Yingwei Ma Binhua Li Yongbin Li Yisheng Lv OffRL OnRL LM&Ro 151 4 0 01 Oct 2024
PrivTuner with Homomorphic Encryption and LoRA: A P3EFT Scheme for Privacy-Preserving Parameter-Efficient Fine-Tuning of AI Foundation Models Yang Li Wenhan Yu Jun Zhao 104 3 0 01 Oct 2024
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining Vinayak Arannil Neha Narwal Sourav Sanjukta Bhabesh Sai Nikhil Thirandas Darren Yow-Bang Wang Graham Horwood Alex Anto Chirayath Gouri Pandeshwar 121 0 0 30 Sep 2024
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer Zhen Han Zeyinzi Jiang Yulin Pan Jingfeng Zhang Chaojie Mao Chenwei Xie Yu Liu Jingren Zhou DiffM 108 21 0 30 Sep 2024
Unsupervised Human Preference Learning Sumuk Shashidhar Abhinav Chinta Vaibhav Sahai Dilek Hakkani Tur LRM 113 2 0 30 Sep 2024
Wait, but Tylenol is Acetaminophen... Investigating and Improving Language Models' Ability to Resist Requests for Misinformation Shan Chen Mingye Gao Kuleen Sasse Thomas Hartvigsen Brian Anthony Lizhou Fan Hugo J. W. L. Aerts Jack Gallifant Danielle S. Bitterman LM&MA 89 1 0 30 Sep 2024
The Perfect Blend: Redefining RLHF with Mixture of Judges Tengyu Xu Eryk Helenowski Karthik Abinav Sankararaman Di Jin Kaiyan Peng ... Gabriel Cohen Yuandong Tian Hao Ma Sinong Wang Han Fang 144 14 0 30 Sep 2024
Do Influence Functions Work on Large Language Models? Zhe Li Wei Zhao Yige Li Jun Sun TDI 94 3 0 30 Sep 2024
CONTESTS: a Framework for Consistency Testing of Span Probabilities in Language Models Eitan Wagner Yuli Slavutsky Omri Abend 88 1 0 30 Sep 2024
HDMoLE: Mixture of LoRA Experts with Hierarchical Routing and Dynamic Thresholds for Fine-Tuning LLM-based ASR Models Bingshen Mu Kun Wei Qijie Shao Yong Xu Lei Xie MoE 120 2 0 30 Sep 2024
Task-Agnostic Pre-training and Task-Guided Fine-tuning for Versatile Diffusion Planner Chenyou Fan Chenjia Bai Zhao Shan Haoran He Yang Zhang Zhen Wang 120 3 0 30 Sep 2024
Can Models Learn Skill Composition from Examples? Haoyu Zhao Simran Kaur Dingli Yu Anirudh Goyal Sanjeev Arora CoGe MoE 139 8 0 29 Sep 2024
Mitigating the Negative Impact of Over-association for Conversational Query Production Ante Wang Linfeng Song Zijun Min Ge Xu Xiaoli Wang Junfeng Yao Jinsong Su 128 1 0 29 Sep 2024
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics Xiang Dai Sarvnaz Karimi Biaoyan Fang 71 0 0 29 Sep 2024
MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language Models Vibhor Agarwal Yiqiao Jin Mohit Chandra Munmun De Choudhury Srijan Kumar Nishanth R. Sastry HILM LM&MA 123 7 0 29 Sep 2024
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models Xin Sky Li Weize Chen Qizhi Chu Haopeng Li Zhaojun Sun ... Yiwei Wei Zhiyuan Liu Chuan Shi Maosong Sun Cheng Yang 129 6 0 29 Sep 2024
HybridFlow: A Flexible and Efficient RLHF Framework Guangming Sheng Chi Zhang Zilingfeng Ye Xibin Wu Wang Zhang Ru Zhang Size Zheng Haibin Lin Chuan Wu AI4CE 241 240 0 28 Sep 2024
Revisiting the Superficial Alignment Hypothesis Mohit Raghavendra Vaskar Nath Sean Hendryx LRM 51 3 0 27 Sep 2024
Responsible AI in Open Ecosystems: Reconciling Innovation with Risk Assessment and Disclosure Mahasweta Chakraborti Bert Joseph Prestoza Nicholas Vincent Seth Frey 88 1 0 27 Sep 2024
Outlining the Borders for LLM Applications in Patient Education: Developing an Expert-in-the-Loop LLM-Powered Chatbot for Prostate Cancer Patient Education Yuexing Hao J. Holmes Mark Waddle N. Yu Kirstin Vickers ... Corinna E. Löckenhoff Aditya Vashistha Marzyeh Ghassemi Saleh Kalantari Wei Liu 46 2 0 27 Sep 2024
Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models Jiaming Li Lei Zhang Yunshui Li Ziqiang Liu Yuelin Bai Run Luo Longze Chen Min Yang ALM 49 0 0 27 Sep 2024