Title
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning Tianci Liu R. Li Yunzhe Qi Hui Liu Xianfeng Tang ... Qingyu Yin Monica Cheng Jun Huan Haoyu Wang Jing Gao KELM 53 2 0 01 Mar 2025
Robust Multi-Objective Preference Alignment with Online DPO Raghav Gupta Ryan Sullivan Yunxuan Li Samrat Phatale Abhinav Rastogi 47 0 0 01 Mar 2025
CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering Tianyu Huai Jie Zhou Xingjiao Wu Qin Chen Qingchun Bai Ze Zhou Liang He MoE 45 2 0 01 Mar 2025
Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs Weixiang Zhao Yulin Hu Yang Deng Jiahe Guo Xingyu Sui ... An Zhang Yanyan Zhao Bing Qin Tat-Seng Chua Ting Liu 67 2 0 28 Feb 2025
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs Fakhraddin Alwajih Abdellah El Mekki Samar Magdy AbdelRahim Elmadany Omer Nacar ... Anis Koubaa Ismail Berrada Mustafa Jarrar Shady Shehata Muhammad Abdul-Mageed 50 1 0 28 Feb 2025
WorldModelBench: Judging Video Generation Models As World Models Dacheng Li Yunhao Fang Yukang Chen Shuo Yang Shiyi Cao ... Hongxu Yin Joseph E. Gonzalez Ion Stoica Enze Xie Yaojie Lu VGen 60 4 0 28 Feb 2025
Reinforcement Learning with Curriculum-inspired Adaptive Direct Policy Guidance for Truck Dispatching Shi Meng Bin Tian Xiaotong Zhang OffRL 43 0 0 28 Feb 2025
Plan2Align: Predictive Planning Based Test-Time Preference Alignment in Paragraph-Level Machine Translation Kuang-Da Wang Teng-Ruei Chen Yu-Heng Hung Shuoyang Ding Yueh-Hua Wu Yu-Chun Wang Chao-Han Huck Yang Wen-Chih Peng Ping-Chun Hsieh 79 0 0 28 Feb 2025
Re-evaluating Theory of Mind evaluation in large language models Jennifer Hu Felix Sosa T. Ullman 50 1 0 28 Feb 2025
Efficient Jailbreaking of Large Models by Freeze Training: Lower Layers Exhibit Greater Sensitivity to Harmful Content Hongyuan Shen Min Zheng Jincheng Wang Yang Zhao 49 0 0 28 Feb 2025
Llamarine: Open-source Maritime Industry-specific Large Language Model William Nguyen An Phan Konobu Kimura Hitoshi Maeno Mika Tanaka Quynh Le William Poucher Christopher Nguyen LRM 38 0 0 28 Feb 2025
A Survey of Uncertainty Estimation Methods on Large Language Models Zhiqiu Xia Jinxuan Xu Yuqian Zhang Hang Liu 43 1 0 28 Feb 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation Zhenyi Shen Hanqi Yan Linhai Zhang Zhanghao Hu Yali Du Yulan He LRM 77 12 0 28 Feb 2025
Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving Nanshan Deng Weitao Zhou Bo Zhang Junze Wen Kun Jiang Zhong Cao Ke Wang 41 0 0 28 Feb 2025
Learning to Substitute Components for Compositional Generalization Zechao Li Gangwei Jiang Chenwang Wu Ying Wei Defu Lian Enhong Chen 69 0 0 28 Feb 2025
Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers Shalev Lifshitz Sheila A. McIlraith Yilun Du LRM 62 8 0 27 Feb 2025
Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs Kuan Lok Zhou Jiayi Chen Siddharth Suresh Reuben Narad Timothy T. Rogers Lalit K Jain R. Nowak Bob Mankoff Jifan Zhang 57 1 0 27 Feb 2025
R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning Minggui He Yilun Liu Shimin Tao Yuanchang Luo Hongyong Zeng ... Daimeng Wei Weibin Meng Hao Yang Boxing Chen Osamu Yoshie LRM 73 3 0 27 Feb 2025
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers Javin Liu Aryan Vats Zihao He 44 0 0 27 Feb 2025
Societal Alignment Frameworks Can Improve LLM Alignment Karolina Stañczak Nicholas Meade Mehar Bhatia Hattie Zhou Konstantin Böttinger ... Timothy P. Lillicrap Ana Marasović Sylvie Delacroix Gillian K. Hadfield Siva Reddy 254 0 0 27 Feb 2025
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation Xiang Geng Zhejian Lai Jiajun Chen Hao Yang Shujian Huang 62 0 0 27 Feb 2025
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs Zixuan Weng Xiaolong Jin Jinyuan Jia Xinsong Zhang AAML 204 0 0 27 Feb 2025
XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs Linyang He Ercong Nie Sukru Samet Dindar Arsalan Firoozi Adrian Nicolas Florea ... Haotian Ye Jonathan R. Brennan Helmut Schmid Hinrich Schütze Nima Mesgarani 56 1 0 27 Feb 2025
CarPlanner: Consistent Auto-regressive Trajectory Planning for Large-scale Reinforcement Learning in Autonomous Driving Dongkun Zhang Jiaming Liang Ke Guo Sha Lu Qi Wang R. Xiong Zhenwei Miao Yue Wang 68 1 0 27 Feb 2025
Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning Sheng Zhang Qianchu Liu Guanghui Qin Tristan Naumann Hoifung Poon ReLM OffRL LRM 87 4 0 27 Feb 2025
HuAMR: A Hungarian AMR Parser and Dataset Botond Barta Endre Hamerlik Milán Konor Nyist Judit Ács 46 0 0 27 Feb 2025
From Retrieval to Generation: Comparing Different Approaches Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Mohammed Ali Adam Jatowt RALM 62 0 0 27 Feb 2025
Preference Learning Unlocks LLMs' Psycho-Counseling Skills Mian Zhang S. Eack Zhiyu Zoey Chen 81 1 0 27 Feb 2025
Recommendations from Sparse Comparison Data: Provably Fast Convergence for Nonconvex Matrix Factorization Suryanarayana Sankagiri Jalal Etesami Matthias Grossglauser 45 0 0 27 Feb 2025
Beneath the Surface: How Large Language Models Reflect Hidden Bias Jinhao Pan Chahat Raj Ziyu Yao Ziwei Zhu 48 0 0 27 Feb 2025
InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions Sirui Xu Hung Yu Ling Yu-xiong Wang Liang-Yan Gui 60 4 0 27 Feb 2025
Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents Haochen Sun Shuwen Zhang Lei Ren Lei Ren Hao Xu Hao Fu Xiaojie Wang Caixia Yuan Xiaojie Wang LLMAG ELM 73 1 0 27 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
VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model Jiani Zheng Lu Wang Fangkai Yang Chong Zhang Lingrui Mei Wenjie Yin Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang OffRL 64 3 0 26 Feb 2025
Reward Shaping to Mitigate Reward Hacking in RLHF Jiayi Fu Xuandong Zhao Chengyuan Yao Han Wang Qi Han Yanghua Xiao 88 7 0 26 Feb 2025
Simulation of Language Evolution under Regulated Social Media Platforms: A Synergistic Approach of Large Language Models and Genetic Algorithms Jinyu Cai Yusei Ishimizu Mingyue Zhang Munan Li Jialong Li Kenji Tei LLMAG 69 0 1 26 Feb 2025
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity Zhengping Jiang Anqi Liu Benjamin Van Durme 92 1 0 26 Feb 2025
ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction Jeesu Jung Chanjun Park Sangkeun Jung 79 0 0 26 Feb 2025
Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization Taishi Nakamura Takuya Akiba Kazuki Fujii Yusuke Oda Rio Yokota Jun Suzuki MoMe MoE 99 1 0 26 Feb 2025
FSPO: Few-Shot Preference Optimization of Synthetic Preference Data in LLMs Elicits Effective Personalization to Real Users Anikait Singh Sheryl Hsu Kyle Hsu E. Mitchell Stefano Ermon Tatsunori Hashimoto Archit Sharma Chelsea Finn SyDa OffRL 63 1 0 26 Feb 2025
Towards Label-Only Membership Inference Attack against Pre-trained Large Language Models Yu He Boheng Li Lu Liu Zhongjie Ba Wei Dong Yiming Li Zengchang Qin Kui Ren Chong Chen MIALM 79 0 0 26 Feb 2025
Shh, don't say that! Domain Certification in LLMs Cornelius Emde Alasdair Paren Preetham Arvind Maxime Kayser Tom Rainforth Thomas Lukasiewicz Guohao Li Philip Torr Adel Bibi 66 1 0 26 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 91 4 0 26 Feb 2025
ANPMI: Assessing the True Comprehension Capabilities of LLMs for Multiple Choice Questions Gyeongje Cho Yeonkyoung So Jaejin Lee ELM 62 0 0 26 Feb 2025
Controlled Diversity: Length-optimized Natural Language Generation Diana Marie Schenke Timo Baumann 49 0 0 26 Feb 2025
Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs Zhaowei Zhang Fengshuo Bai Qizhi Chen Chengdong Ma Mingzhi Wang Haoran Sun Zilong Zheng Yaodong Yang 78 3 0 26 Feb 2025
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering Teng Lin RALM 68 2 0 26 Feb 2025
Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond Qizhou Wang Jin Peng Zhou Zhanke Zhou Saebyeol Shin Bo Han Kilian Q. Weinberger AILaw ELM MU 73 4 0 26 Feb 2025
Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement Siyuan Zhang Yuanhang Zhang Yinpeng Dong Hang Su HILM KELM 296 0 0 26 Feb 2025
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors Jakub Macina Nico Daheim Ido Hakimi Manu Kapur Iryna Gurevych Mrinmaya Sachan ELM 73 1 0 26 Feb 2025