Title
Can Textual Gradient Work in Federated Learning? Minghui Chen Ruinan Jin Wenlong Deng Yuanyuan Chen Zhi Huang Han Yu Xiaoxiao Li FedML 103 2 0 27 Feb 2025
Sparse Auto-Encoder Interprets Linguistic Features in Large Language Models Yi Jing Zijun Yao Lingxu Ran Hongzhu Guo Xiaozhi Wang Lei Hou Juanzi Li 61 0 0 27 Feb 2025
Chitranuvad: Adapting Multi-Lingual LLMs for Multimodal Translation Shaharukh Khan Ayush Tarun Ali Faraz Palash Kamble Vivek Dahiya Praveen Kumar Pokala Ashish Kulkarni Chandra Khatri Abhinav Ravi Shubham Agarwal 260 0 0 27 Feb 2025
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs Dayu Yang Tianyang Liu Daoan Zhang Antoine Simoulin Xiaoyi Liu ... Zhaopu Teng Xin Qian Grey Yang Jiebo Luo Julian McAuley ReLM OffRL LRM 100 5 0 26 Feb 2025
Voting or Consensus? Decision-Making in Multi-Agent Debate Lars Benedikt Kaesberg Jonas Becker Jan Philip Wahle Terry Ruas Bela Gipp 79 3 0 26 Feb 2025
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework Kaishuai Xu Tiezheng YU Wenjun Hou Yi Cheng Liangyou Li Xin Jiang Lifeng Shang Qiang Liu Wenjie Li ELM 79 0 0 26 Feb 2025
Kanana: Compute-efficient Bilingual Language Models Kanana LLM Team Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham ... Daniel Lee Minchul Lee MinHyung Lee Shinbok Lee Gaeun Seo 98 1 0 26 Feb 2025
Reward Shaping to Mitigate Reward Hacking in RLHF Jiayi Fu Xuandong Zhao Chengyuan Yao Han Wang Qi Han Yanghua Xiao 91 7 0 26 Feb 2025
Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems Nayoung Choi Grace Byun Andrew Chung Ellie S. Paek S. Lee Jinho D. Choi RALM 86 1 0 26 Feb 2025
Stay Focused: Problem Drift in Multi-Agent Debate Jonas Becker Lars Benedikt Kaesberg Andreas Stephan Jan Philip Wahle Terry Ruas Bela Gipp 66 1 0 26 Feb 2025
END: Early Noise Dropping for Efficient and Effective Context Denoising Hongye Jin Pei Chen Jingfeng Yang Zhaoxiang Wang Meng Jiang ... Xuzhi Zhang Zheng Li Tianyi Liu Huasheng Li Bing Yin 235 0 0 26 Feb 2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models Shuliang Liu Xinze Li Zhenghao Liu Yukun Yan Cheng Yang Zheni Zeng Zhiyuan Liu Maosong Sun Ge Yu RALM 113 3 0 26 Feb 2025
Self-rewarding correction for mathematical reasoning Wei Xiong Hanning Zhang Chenlu Ye Lichang Chen Nan Jiang Tong Zhang ReLM KELM LRM 80 10 0 26 Feb 2025
Towards Optimal Multi-draft Speculative Decoding Zhibo Hu Tong Zheng Vignesh Viswanathan Ziyi Chen Ryan Rossi Yihan Wu Dinesh Manocha Heng Huang 47 4 0 26 Feb 2025
Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement Siyuan Zhang Yuanhang Zhang Yinpeng Dong Hang Su HILM KELM 311 0 0 26 Feb 2025
When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning Yijiang River Dong Tiancheng Hu Yinhong Liu Ahmet Üstün Nigel Collier 93 1 0 26 Feb 2025
Weaker LLMs' Opinions Also Matter: Mixture of Opinions Enhances LLM's Mathematical Reasoning Yanan Chen Ali Pesaranghader Tanmana Sadhu LRM 64 0 0 26 Feb 2025
Can Language Models Falsify? Evaluating Algorithmic Reasoning with Counterexample Creation Shiven Sinha Shashwat Goel Ponnurangam Kumaraguru Jonas Geiping Matthias Bethge Ameya Prabhu ReLM ELM LRM 131 0 0 26 Feb 2025
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems Hao Peng Yunjia Qi Xiaozhi Wang Zijun Yao Bin Xu Lei Hou Juanzi Li ALM LRM 67 4 0 26 Feb 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles Kuang Wang Xianrui Li Steve Yang Li Zhou Feng Jiang Haoyang Li 56 0 0 26 Feb 2025
ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction Jeesu Jung Chanjun Park Sangkeun Jung 83 0 0 26 Feb 2025
Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent Xiaofeng Wang Zizhuo Zhang Jinguang Zheng Yiming Ai Rui Wang 45 1 0 25 Feb 2025
MergeIT: From Selection to Merging for Efficient Instruction Tuning Hongyi Cai Yuqian Fu Hongming Fu Bo Zhao MoMe 65 0 0 25 Feb 2025
RefuteBench 2.0 -- Agentic Benchmark for Dynamic Evaluation of LLM Responses to Refutation Instruction Jianhao Yan Yun Luo Yue Zhang LLMAG 75 1 0 25 Feb 2025
Advantage-Guided Distillation for Preference Alignment in Small Language Models Shiping Gao Fanqi Wan Jiajian Guo Xiaojun Quan Qifan Wang ALM 60 0 0 25 Feb 2025
Stackelberg Game Preference Optimization for Data-Efficient Alignment of Language Models Xu Chu Zhixin Zhang Tianyu Jia Yujie Jin 87 0 0 25 Feb 2025
Single- vs. Dual-Prompt Dialogue Generation with LLMs for Job Interviews in Human Resources Joachim De Baer A. Seza Doğruöz T. Demeester Chris Develder 52 0 0 25 Feb 2025
Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods Nicola Cecere Andrea Bacciu Ignacio Fernández Tobías Amin Mantrach 73 0 0 25 Feb 2025
Can Large Language Models Extract Customer Needs as well as Professional Analysts? Artem Timoshenko Chengfeng Mao J. Hauser ELM 66 0 0 25 Feb 2025
AMPO: Active Multi-Preference Optimization Taneesh Gupta Rahul Madhavan Xuchao Zhang Chetan Bansal Saravan Rajmohan 55 0 0 25 Feb 2025
Streaming Looking Ahead with Token-level Self-reward Han Zhang Ruixin Hong Dong Yu 49 1 0 24 Feb 2025
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 55 0 0 24 Feb 2025
Unveiling Scoring Processes: Dissecting the Differences between LLMs and Human Graders in Automatic Scoring Xuansheng Wu Padmaja Pravin Saraf Gyeong-Geon Lee Ehsan Latif Ninghao Liu Xiaoming Zhai 65 7 0 24 Feb 2025
CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter Yepeng Weng Dianwen Mei Huishi Qiu Xujie Chen Li Liu Jiang Tian Zhongchao Shi 65 0 0 24 Feb 2025
Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs Gengyuan Zhang Mingcong Ding Tong Liu Yao Zhang Volker Tresp 89 1 0 24 Feb 2025
RLTHF: Targeted Human Feedback for LLM Alignment Yifei Xu Tusher Chakraborty Emre Kıcıman Bibek Aryal Eduardo Rodrigues ... Rafael Padilha Leonardo Nunes Shobana Balakrishnan Songwu Lu Ranveer Chandra 121 1 0 24 Feb 2025
Interpreting and Steering LLMs with Mutual Information-based Explanations on Sparse Autoencoders Xuansheng Wu Jiayi Yuan Wenlin Yao Xiaoming Zhai Ninghao Liu LLMSV 85 7 0 24 Feb 2025
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment Chenghao Fan Zhenyi Lu Sichen Liu Xiaoye Qu Xiaoye Qu Wei Wei Yu Cheng MoE 252 0 0 24 Feb 2025
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models Yupeng Chang Yi-Ju Chang Yuan Wu AI4CE ALM 100 0 0 24 Feb 2025
REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective Simon Geisler Tom Wollschlager M. H. I. Abdalla Vincent Cohen-Addad Johannes Gasteiger Stephan Günnemann AAML 88 2 0 24 Feb 2025
Is Free Self-Alignment Possible? Dyah Adila Changho Shin Yijing Zhang Frederic Sala MoMe 118 2 0 24 Feb 2025
TETRIS: Optimal Draft Token Selection for Batch Speculative Decoding Zhaoxuan Wu Zijian Zhou Arun Verma Alok Prakash Daniela Rus Bryan Kian Hsiang Low 60 0 0 24 Feb 2025
Mitigating Bias in RAG: Controlling the Embedder Taeyoun Kim Jacob Mitchell Springer Aditi Raghunathan Maarten Sap 63 1 0 24 Feb 2025
Lean and Mean: Decoupled Value Policy Optimization with Global Value Guidance Chenghua Huang Lu Wang Fangkai Yang Pu Zhao Zechao Li Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang OffRL 57 1 0 24 Feb 2025
Evaluating Social Biases in LLM Reasoning Xuyang Wu Jinming Nian Zhiqiang Tao Yi Fang LRM 72 0 0 24 Feb 2025
Grounded Persuasive Language Generation for Automated Marketing Jibang Wu Chenghao Yang Simon Mahns Chaoqi Wang Hao Zhu Fei Fang Haifeng Xu 51 1 0 24 Feb 2025
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following Jie Zeng Qianyu He Qingyu Ren Jiaqing Liang Yanghua Xiao Weikang Zhou Zeye Sun Fei Yu 88 1 0 24 Feb 2025
From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants Manisha Mukherjee Sungchul Kim Xiang Chen Dan Luo Tong Yu Tung Mai RALM 52 1 0 24 Feb 2025
Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks Rylan Schaeffer Punit Singh Koura Binh Tang R. Subramanian Aaditya K. Singh ... Vedanuj Goswami Sergey Edunov Dieuwke Hupkes Sanmi Koyejo Sharan Narang ALM 73 0 0 24 Feb 2025
Model Lakes Koyena Pal David Bau Renée J. Miller 67 0 0 24 Feb 2025