Title
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts Ming Zhang Yansen Wang Yujiong Shen Tingyi Yang Changhao Jiang ... Tao Liang Guojun Ma Qi Zhang Tao Gui Xuanjing Huang 65 0 0 09 Mar 2025
Less is More: Adaptive Program Repair with Bug Localization and Preference Learning Zhenlong Dai Bingrui Chen Zhuoluo Zhao Xiu Tang Sai Wu Chang Yao Zhipeng Gao Jingyuan Chen KELM 59 2 0 09 Mar 2025
From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models Muzhi Dai Jiashuo Sun Zhiyuan Zhao Shixuan Liu Rui Li Junyu Gao Xuelong Li VLM 58 1 0 08 Mar 2025
Intent-Aware Self-Correction for Mitigating Social Biases in Large Language Models Panatchakorn Anantaprayoon Masahiro Kaneko Naoaki Okazaki LRM KELM 60 0 0 08 Mar 2025
Language Model Personalization via Reward Factorization Idan Shenfeld Felix Faltings Pulkit Agrawal Aldo Pacchiano 52 1 0 08 Mar 2025
Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity HyunJin Kim Xiaoyuan Yi Jing Yao Muhua Huang Jinyeong Bak James Evans Xing Xie 49 0 0 08 Mar 2025
Dynamically evolving segment anything model with continuous learning for medical image segmentation Zhaori Liu Mengyang Li Hu Han Enli Zhang Shiguang Shan Zhiming Zhao VLM 57 0 0 08 Mar 2025
SANDWiCH: Semantical Analysis of Neighbours for Disambiguating Words in Context ad Hoc Daniel Guzman-Olivares Lara Quijano-Sanchez Federico Liberatore 41 0 0 07 Mar 2025
Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs Ling Team B. Zeng Chenyu Huang Chao Zhang Changxin Tian ... Zhaoxin Huan Zujie Wen Zhenhang Sun Zhuoxuan Du Z. He MoE ALM 111 2 0 07 Mar 2025
Superintelligence Strategy: Expert Version Dan Hendrycks Eric Schmidt Alexandr Wang 69 1 0 07 Mar 2025
Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning Guoxiu He Xin Song Aixin Sun KELM 77 3 0 07 Mar 2025
Similarity-Based Domain Adaptation with LLMs Jie He Wendi Zhou Xiang Li Jeff Z. Pan 58 0 0 07 Mar 2025
Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models Anar Yeginbergen Maite Oronoz Rodrigo Agerri 65 0 0 07 Mar 2025
Conformal Prediction for Image Segmentation Using Morphological Prediction Sets Luca Mossina Corentin Friedrich MedIm 69 2 0 07 Mar 2025
Revitalizing Saturated Benchmarks: A Weighted Metric Approach for Differentiating Large Language Model Performance Bryan Etzine Masoud Hashemi Nishanth Madhusudhan Sagar Davasam Roshnee Sharma Sathwik Tejaswi Madhusudhan Vikas Yadav 44 0 0 07 Mar 2025
Adversarial Policy Optimization for Offline Preference-based Reinforcement Learning Hyungkyu Kang Min-hwan Oh OffRL 55 0 0 07 Mar 2025
Extracting and Emulsifying Cultural Explanation to Improve Multilingual Capability of LLMs Hamin Koo Jaehyung Kim 53 0 0 07 Mar 2025
Soft Policy Optimization: Online Off-Policy RL for Sequence Models Taco Cohen David W. Zhang Kunhao Zheng Yunhao Tang Rémi Munos Gabriel Synnaeve OffRL 88 0 0 07 Mar 2025
From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning Eric Zhao Pranjal Awasthi Nika Haghtalab 58 0 0 07 Mar 2025
DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models Ruizhe Chen Wenhao Chai Zhifei Yang Xiaotian Zhang Qiufeng Wang Tony Q.S. Quek Soujanya Poria Zuozhu Liu 55 0 0 06 Mar 2025
Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment Wen Yang Junhong Wu Chen Wang Chengqing Zong J.N. Zhang 77 1 0 06 Mar 2025
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation Aishik Konwer Zhijian Yang Erhan Bas Cao Xiao Prateek Prasanna Parminder Bhatia Taha A. Kass-Hout MedIm VLM 78 0 0 06 Mar 2025
Mixed Likelihood Variational Gaussian Processes Kaiwen Wu Craig Sanders Benjamin Letham Phillip Guan 82 0 0 06 Mar 2025
An Empirical Study on Eliciting and Improving R1-like Reasoning Models Z. Chen Yingqian Min Beichen Zhang Jie Chen Jinhao Jiang ... Xu Miao Yaojie Lu Lei Fang Zhongyuan Wang Zhicheng Dou ReLM OffRL LRM 83 20 0 06 Mar 2025
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs Yafu Li Ronghao Zhang Zhilin Wang Huajian Zhang Leyang Cui Yongjing Yin Tong Xiao Yue Zhang 78 0 0 06 Mar 2025
Towards Autonomous Reinforcement Learning for Real-World Robotic Manipulation with Large Language Models Niccolò Turcato Matteo Iovino Aris Synodinos Alberto Dalla Libera R. Carli Pietro Falco LM&Ro 45 0 0 06 Mar 2025
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records Hejie Cui Alyssa Unell Bowen Chen Jason Alan Fries Emily Alsentzer Sanmi Koyejo N. Shah 86 0 0 06 Mar 2025
Adding Alignment Control to Language Models Wenhong Zhu Weinan Zhang Rui Wang 65 0 0 06 Mar 2025
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval Tingyu Song Guo Gan Mingsheng Shang Yilun Zhao VLM 73 1 0 06 Mar 2025
Underlying Semantic Diffusion for Effective and Efficient In-Context Learning Zhong Ji Weilong Cao Yan Zhang Yanwei Pang Jungong Han Xuelong Li DiffM VLM 52 0 0 06 Mar 2025
Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge Xinyue Cui Johnny Tian-Zheng Wei Swabha Swayamdipta Robin Jia WaLM 96 1 0 06 Mar 2025
Talking Back -- human input and explanations to interactive AI systems Alan Dix Tommaso Turchi Ben Wilson Anna Monreale Matt Roach 56 1 0 06 Mar 2025
Uncovering Gaps in How Humans and LLMs Interpret Subjective Language Erik Jones Arjun Patrawala Jacob Steinhardt 49 0 0 06 Mar 2025
High-Precision Transformer-Based Visual Servoing for Humanoid Robots in Aligning Tiny Objects Jialong Xue Wei Gao Yu Wang Chao Ji Dongdong Zhao Shi Yan Shiwu Zhang 47 0 0 06 Mar 2025
CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation Peiding Wang Lihe Zhang Fang Liu Lin Shi Minxiao Li Bo Shen An Fu ELM LRM 211 1 0 05 Mar 2025
Improving LLM Safety Alignment with Dual-Objective Optimization Xuandong Zhao Will Cai Tianneng Shi David Huang Licong Lin Song Mei Dawn Song AAML MU 72 1 0 05 Mar 2025
Unified Mind Model: Reimagining Autonomous Agents in the LLM Era Pengbo Hu Xiang Ying LLMAG LM&Ro AI4CE 72 0 0 05 Mar 2025
Human Implicit Preference-Based Policy Fine-tuning for Multi-Agent Reinforcement Learning in USV Swarm Haksub Kim Kanghoon Lee J. Park Jiachen Li Jinkyoo Park 64 1 0 05 Mar 2025
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks Zihao Zhao Chenxiao Fan Chongming Gao Fuli Feng Xiangnan He LM&MA AI4MH 80 0 0 05 Mar 2025
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems Guangyi Liu Shuo Tang Rui Ge Yaxin Du Zhenfei Yin Tian Jin Jing Shao LLMAG 95 1 0 05 Mar 2025
SafeVLA: Towards Safety Alignment of Vision-Language-Action Model via Safe Reinforcement Learning Borong Zhang Yuhao Zhang Yalan Qin Yingshan Lei Josef Dai Yuanpei Chen Yaodong Yang 66 4 0 05 Mar 2025
Extrapolation Merging: Keep Improving With Extrapolation and Merging Yiguan Lin Bin Xu Yinghao Li Yang Gao MoMe 59 1 0 05 Mar 2025
Visualising Policy-Reward Interplay to Inform Zeroth-Order Preference Optimisation of Large Language Models Alessio Galatolo Zhenbang Dai Katie Winkle Meriem Beloucif 60 0 0 05 Mar 2025
Deep Causal Behavioral Policy Learning: Applications to Healthcare Jonas Knecht Anna Zink Jonathan Kolstad Maya Petersen CML 88 0 0 05 Mar 2025
FANS -- Formal Answer Selection for Natural Language Math Reasoning Using Lean4 Jiarui Yao Ruida Wang Tong Zhang LRM 67 0 0 05 Mar 2025
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring Solutions Yichong Zhao Susumu Goto 67 0 0 05 Mar 2025
Token-Level Privacy in Large Language Models Reém Harel Niv Gilboa Yuval Pinter 53 0 0 05 Mar 2025
Adversarial Training for Multimodal Large Language Models against Jailbreak Attacks Liming Lu Shuchao Pang Siyuan Liang Haotian Zhu Xiyu Zeng Aishan Liu Yunhuai Liu Yongbin Zhou AAML 58 2 0 05 Mar 2025
Rebalanced Multimodal Learning with Data-aware Unimodal Sampling Qingyuan Jiang Zhouyang Chi Xiao Ma Qirong Mao Yang Yang Jinhui Tang 67 0 0 05 Mar 2025
Generative Artificial Intelligence in Robotic Manipulation: A Survey Kun Zhang Peng Yun Jun Cen Junhao Cai DiDi Zhu ... Qifeng Chen Jia Pan Wei Zhang Bo Yang Hua Chen 64 1 0 05 Mar 2025