Title
Modifying Large Language Model Post-Training for Diverse Creative Writing John Joon Young Chung Vishakh Padmakumar Melissa Roemmele Yuqian Sun Max Kreminski MoMe 51 1 0 21 Mar 2025
When Preferences Diverge: Aligning Diffusion Models with Minority-Aware Adaptive DPO Lefei Zhang Chen Liu C. Xu Kai Hu Donghao Luo Chengjie Wang Yanwei Fu Yuan Yao 52 0 0 21 Mar 2025
Offline Model-Based Optimization: Comprehensive Review Minsu Kim Jiayao Gu Ye Yuan Taeyoung Yun Zichen Liu Yoshua Bengio Can Chen OffRL 67 2 0 21 Mar 2025
Video-VoT-R1: An efficient video inference model integrating image packing and AoE architecture Cheng Li Jiexiong Liu Yixuan Chen Yanqin Jia MLLM VLM 76 0 0 20 Mar 2025
GreenIQ: A Deep Search Platform for Comprehensive Carbon Market Analysis and Automated Report Generation Bisola Faith Kayode Akinyemi Sadeeq Akintola Oluwole Fagbohun Egonna Anaesiuba-Bristol Onyekachukwu Ojumah ... Aniema Inyang Teslim Kazeem Habeeb Alli Udodirim Ibem Offia Prisca Chinazor Amajuoyi 38 0 0 20 Mar 2025
Grammar and Gameplay-aligned RL for Game Description Generation with LLMs Tsunehiko Tanaka Edgar Simo-Serra 56 0 0 20 Mar 2025
Cultural Alignment in Large Language Models Using Soft Prompt Tuning Reem I. Masoud Martin Ferianc Philip C. Treleaven Miguel R. D. Rodrigues ALM 49 0 0 20 Mar 2025
UMIT: Unifying Medical Imaging Tasks via Vision-Language Models Haiyang Yu Siyang Yi Ke Niu Minghan Zhuo Bin Li LM&MA 55 0 0 20 Mar 2025
The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement Ruihan Yang Fanghua Ye Jian Li Siyu Yuan Yikai Zhang Zhaopeng Tu Xiaolong Li Deqing Yang LLMAG 78 4 0 20 Mar 2025
Tuning LLMs by RAG Principles: Towards LLM-native Memory Jiale Wei Shuchi Wu Ruochen Liu Xiang Ying Jingbo Shang Fangbo Tao RALM 74 0 0 20 Mar 2025
EmpathyAgent: Can Embodied Agents Conduct Empathetic Actions? Xinyan Chen Jiaxin Ge Hongming Dai Qiang Zhou Qiuxuan Feng Jingtong Hu Yishuo Wang Jiaming Liu Shanghang Zhang LM&Ro 70 0 0 19 Mar 2025
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction Shravan Nayak Xiangru Jian Kevin Qinghong Lin Juan A. Rodriguez Montek Kalsi ... David Vazquez Christopher Pal Perouz Taslakian Spandana Gella Sai Rajeswar 275 1 0 19 Mar 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models Jin Wang Chenghui Lv Xian Li Shichao Dong Huadong Li Kelu Yao Chao Li Wenqi Shao Ping Luo 67 1 0 19 Mar 2025
SWEET-RL: Training Multi-Turn LLM Agents on Collaborative Reasoning Tasks Yifei Zhou Song Jiang Yuandong Tian Jason Weston Sergey Levine Sainbayar Sukhbaatar Xian Li LLMAG LRM 62 5 0 19 Mar 2025
DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning R. Zhao Junliang Ye Zhilin Wang Guangce Liu Yiwen Chen Yikai Wang Jun Zhu AI4CE 50 0 0 19 Mar 2025
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification Shichen Li Zhongqing Wang Zheyu Zhao Yue Zhang Peifeng Li KELM 59 0 0 19 Mar 2025
From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment Jia-Nan Li Jian Guan Songhao Wu Wei Wu Rui Yan 70 1 0 19 Mar 2025
R $^2$ : A LLM Based Novel-to-Screenplay Generation Framework with Causal Plot Graphs Zefeng Lin Yi Xiao Zhiqiang Mo Qifan Zhang Jinqiao Wang ... Jiajing Zhang Huatian Zhang Zhengyi Liu Xianyong Fang Xiaohua Xu 50 0 0 19 Mar 2025
Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations Da Ma Gonghu Shang Zhi Chen L. Qin Yijie Luo Lei Pan Shuai Fan Lu Chen Kai Yu 46 0 0 19 Mar 2025
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models M. Wong C. Tan ALM 83 4 0 19 Mar 2025
A Review on Large Language Models for Visual Analytics Navya Sonal Agarwal Sanjay Kumar Sonbhadra 63 0 0 19 Mar 2025
Exploring Large Language Models for Word Games:Who is the Spy? Chentian Wei Jiewei Chen Jinzhu Xu LLMAG LRM 64 0 0 19 Mar 2025
How much do LLMs learn from negative examples? Shadi S. Hamdan Deniz Yuret 53 0 0 18 Mar 2025
ExDDV: A New Dataset for Explainable Deepfake Detection in Video Vlad Hondru Eduard Hogea Darian M. Onchis Radu Tudor Ionescu 63 1 0 18 Mar 2025
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency Jiangxuan Long Zhao Song Chiwun Yang AI4TS 237 0 0 18 Mar 2025
Command R7B Arabic: A Small, Enterprise Focused, Multilingual, and Culturally Aware Arabic LLM Yazeed Alnumay Alexandre Barbet Anna Bialas William Darling Shaan Desai ... Stephanie Howe Olivia Lasche Justin Lee Anirudh Shrinivason Jennifer Tracey 94 0 0 18 Mar 2025
DAPO: An Open-Source LLM Reinforcement Learning System at Scale Qiying Yu Zhe Zhang Ruofei Zhu Yufeng Yuan Xiaochen Zuo ... Ya-Qin Zhang Lin Yan Mu Qiao Yonghui Wu Mingxuan Wang OffRL LRM 78 69 0 18 Mar 2025
Navigating Rifts in Human-LLM Grounding: Study and Benchmark Omar Shaikh Hussein Mozannar Gagan Bansal Adam Fourney Eric Horvitz 84 2 0 18 Mar 2025
Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models Yuxiang Lai Shitian Zhao Ming Li Jike Zhong Xiaofeng Yang OffRL LRM LM&MA VLM 81 11 0 18 Mar 2025
Rewards Are Enough for Fast Photo-Realistic Text-to-image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 243 0 0 17 Mar 2025
3D Human Interaction Generation: A Survey Siyuan Fan Wenke Huang Xiantao Cai Bo Du VGen 60 0 0 17 Mar 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model Haiyang Guo Fanhu Zeng Ziwei Xiang Fei Zhu Da-Han Wang Xu-Yao Zhang Cheng-Lin Liu 51 1 0 17 Mar 2025
Superalignment with Dynamic Human Values Florian Mai David Kaczér Nicholas Kluge Corrêa Lucie Flek 60 0 0 17 Mar 2025
Safeguarding LLM Embeddings in End-Cloud Collaboration via Entropy-Driven Perturbation Shuaifan Jin Xiaoyi Pang Peng Kuang He Wang Jiacheng Du Jiahui Hu Kui Ren SILM AAML 83 0 0 17 Mar 2025
DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective Dengyun Peng Yuhang Zhou Qiguang Chen Jinhao Liu Jingjing Chen L. Qin 61 0 0 17 Mar 2025
Augmented Adversarial Trigger Learning Zhe Wang Yanjun Qi 60 0 0 16 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 304 1 0 16 Mar 2025
Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models Teng Wang Zhangyi Jiang Zhenqi He Wenhan Yang Yanan Zheng Zeyu Li Zifan He Shenyang Tong Hailei Gong LRM 90 2 0 16 Mar 2025
LazyMAR: Accelerating Masked Autoregressive Models via Feature Caching Feihong Yan Qingyan Wei Jiayi Tang Jiajun Li Yidan Wang Xuming Hu Huiqi Li Linfeng Zhang 57 0 0 16 Mar 2025
The Lucie-7B LLM and the Lucie Training Dataset: Open resources for multilingual language generation Olivier Gouvert Julie Hunter Jérôme Louradour Christophe Cerisara Evan Dufraisse Yaya Sy Laura Rivière Jean-Pierre Lorré OpenLLM-France community 232 0 0 15 Mar 2025
From Demonstrations to Rewards: Alignment Without Explicit Human Preferences Siliang Zeng Yao Liu Huzefa Rangwala George Karypis Mingyi Hong Rasool Fakoor 52 2 0 15 Mar 2025
Cognitive Activation and Chaotic Dynamics in Large Language Models: A Quasi-Lyapunov Analysis of Reasoning Mechanisms Xiaojian Li Yongkang Leng Ruiqing Ding Hangjie Mo Shanlin Yang LRM 52 0 0 15 Mar 2025
MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling Zhaopeng Feng Jiahan Ren Jiayuan Su Jiamei Zheng Zhihang Tang Hongwei Wang Zuozhu Liu LRM 65 1 0 15 Mar 2025
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation Bowen Baker Joost Huizinga Leo Gao Zehao Dou M. Guan Aleksander Mądry Wojciech Zaremba J. Pachocki David Farhi LRM 77 13 0 14 Mar 2025
Implicit Bias-Like Patterns in Reasoning Models Messi H.J. Lee Calvin K. Lai LRM 61 0 0 14 Mar 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning Jia Zhang Chen-Xi Zhang Yong-Jin Liu Yi-Xuan Jin Xiao-Wen Yang Bo Zheng Yi Liu Lan-Zhe Guo 49 2 0 14 Mar 2025
Align in Depth: Defending Jailbreak Attacks via Progressive Answer Detoxification Yingjie Zhang Tong Liu Zhe Zhao Guozhu Meng Kai Chen AAML 57 1 0 14 Mar 2025
Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking Ziyi Wang Songbai Tan Gang Xu Xuerui Qiu Hongbin Xu Xin Meng Ming Li Fei Richard Yu WIGM 63 0 0 14 Mar 2025
Agent-Enhanced Large Language Models for Researching Political Institutions Joseph R. Loffredo Suyeol Yun LLMAG 77 0 0 14 Mar 2025
reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs Zhaofeng Wu Michihiro Yasunaga Andrew Cohen Yoon Kim Asli Celikyilmaz Marjan Ghazvininejad 48 2 0 14 Mar 2025