Title
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks Jing Yang Max Glockner Anderson de Rezende Rocha Iryna Gurevych LRM 78 1 0 07 Feb 2025
Large Language Models for Multi-Robot Systems: A Survey Peihan Li Zijian An Shams Abrar Lifeng Zhou LM&Ro LRM 65 6 0 06 Feb 2025
Out-of-Distribution Detection using Synthetic Data Generation Momin Abbas Muneeza Azmat R. Horesh Mikhail Yurochkin 49 1 0 05 Feb 2025
LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning Zhekai Du Yinjie Min Jingjing Li Ke Lu Changliang Zou Liuhua Peng Tingjin Chu Mingming Gong 243 1 0 05 Feb 2025
CTR-Driven Advertising Image Generation with Multimodal Large Language Models Xingye Chen Wei Feng Zhenbang Du Weizhen Wang Yuxiao Chen ... Jingping Shao Yuanjie Shao Xinge You Changxin Gao Nong Sang OffRL 52 2 0 05 Feb 2025
Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges A. R. Trivedi Sina Tayebati Hemant Kumawat Nastaran Darabi Divake Kumar ... Dinithi Jayasuriya Nethmi Jayasinghe Priyadarshini Panda Saibal Mukhopadhyay Kaushik Roy 89 0 0 04 Feb 2025
Shuttle Between the Instructions and the Parameters of Large Language Models Wangtao Sun Haotian Xu Huanxuan Liao Xuanqing Yu Zhongtao Jiang Shizhu He Jun Zhao Kang Liu 74 0 0 04 Feb 2025
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models Amy Rafferty Rishi Ramaesh Ajitha Rajan MedIm AAML 66 0 0 04 Feb 2025
Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation Atharva Mangeshkumar Agrawal Rutika Pandurang Shinde Vasanth Kumar Bhukya Ashmita Chakraborty Sagar Bharat Shah Tanmay Shukla Sree Pradeep Kumar Relangi Nilesh Mutyam LM&MA AI4MH 87 0 0 04 Feb 2025
Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via In-the-wild Cascading Flow Optimization Yixiao Chen Shikun Sun Jianshu Li Ruoyu Li Zhe Li Junliang Xing AAML 116 0 0 04 Feb 2025
Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods Oussama Zekri Nicolas Boullé DiffM 75 3 0 03 Feb 2025
PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Zequan Liu Yi Zhao Ming Tan Wei Zhu Aaron Xuxiang Tian 57 0 0 03 Feb 2025
Learning to Generate Unit Tests for Automated Debugging Archiki Prasad Elias Stengel-Eskin Justin Chih-Yao Chen Zaid Khan Joey Tianyi Zhou ELM 93 1 0 03 Feb 2025
MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs Yuhang Zhou Giannis Karamanolakis Victor Soto Anna Rumshisky Mayank Kulkarni Furong Huang Wei Ai Jianhua Lu MoMe 116 1 0 03 Feb 2025
Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities Zora Che Stephen Casper Robert Kirk Anirudh Satheesh Stewart Slocum ... Zikui Cai Bilal Chughtai Y. Gal Furong Huang Dylan Hadfield-Menell MU AAML ELM 87 2 0 03 Feb 2025
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation Bin Xie Hao Tang Dawen Cai Yan Yan Gady Agam MedIm VLM 64 1 0 02 Feb 2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation Can Jin Ying Li Mingyu Zhao Shiyu Zhao Zhenting Wang Xiaoxiao He Ligong Han Tong Che Dimitris N. Metaxas VPVLM VLM 134 1 0 02 Feb 2025
Multilingual State Space Models for Structured Question Answering in Indic Languages A. Vats Rahul Raja Mrinal Mathur Vinija Jain Aman Chadha 79 1 0 01 Feb 2025
DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning Jiaxin Guo Cheng Chen Shuzhen Li Tianze Zhang 68 0 0 01 Feb 2025
Consistent Video Colorization via Palette Guidance Han Wang Yuang Zhang Yuhong Zhang Lingxiao Lu Li Song DiffM VGen 96 0 0 31 Jan 2025
Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification Xiangyu Sun Xiaoguang Zou Yuanquan Wu Guotai Wang Shanghang Zhang MedIm VLM 78 0 0 31 Jan 2025
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering Yumeng Wang Zhiyuan Fan Q. Wang May Fung Heng Ji 87 2 0 30 Jan 2025
A linguistically-motivated evaluation methodology for unraveling model's abilities in reading comprehension tasks Elie Antoine Frédéric Béchet Géraldine Damnati Philippe Langlais 64 1 0 29 Jan 2025
COS(M+O)S: Curiosity and RL-Enhanced MCTS for Exploring Story Space via Language Models Tobias Materzok LRM 75 0 0 28 Jan 2025
Task Arithmetic in Trust Region: A Training-Free Model Merging Approach to Navigate Knowledge Conflicts Wenju Sun Qingyong Li Wen Wang Yangli-ao Geng Boyang Li 57 3 0 28 Jan 2025
Fine Tuning without Catastrophic Forgetting via Selective Low Rank Adaptation Reza Akbarian Bafghi Carden Bagwell Avinash Ravichandran Ashish Shrivastava M. Raissi 58 1 0 28 Jan 2025
Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning Hao Sun M. Schaar 94 14 0 28 Jan 2025
DeSTA2: Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data Ke-Han Lu Zhehuai Chen Szu-Wei Fu Chao-Han Huck Yang Jagadeesh Balam Boris Ginsburg Yu-Te Wang Hung-yi Lee AuLLM SyDa 123 8 0 28 Jan 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators Dingkang Yang Dongling Xiao Jinjie Wei Mingcheng Li Zhaoyu Chen Ke Li Li Zhang HILM 106 4 0 28 Jan 2025
DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach Qin Chen Liang Wang Bo Zheng Guojie Song 51 2 0 28 Jan 2025
Large Language Model Distilling Medication Recommendation Model Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Zijian Zhang Feng Tian Yefeng Zheng LM&MA 99 18 0 28 Jan 2025
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis Robinson Umeike N. Getty Fangfang Xia Rick L. Stevens 45 3 0 28 Jan 2025
SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs Mohammad Mozaffari Amir Yazdanbakhsh Zhao Zhang M. Dehnavi 93 5 0 28 Jan 2025
FDLLM: A Text Fingerprint Detection Method for LLMs in Multi-Language, Multi-Domain Black-Box Environments Zhiyuan Fu Junfan Chen Hongyu Sun Ting Yang Ruidong Li Yuqing Zhang 57 0 0 28 Jan 2025
Towards Explainable Multimodal Depression Recognition for Clinical Interviews Wenjie Zheng Qiming Xie Zengzhi Wang Jianfei Yu Rui Xia 65 0 0 28 Jan 2025
Speech Translation Refinement using Large Language Models Huaixia Dou Xinyu Tian Xinglin Lyu Jie Zhu Junhui Li Lifan Guo 272 0 0 28 Jan 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 107 160 0 28 Jan 2025
Sparse High Rank Adapters K. Bhardwaj N. Pandey Sweta Priyadarshi Viswanath Ganapathy Rafael Esteves ... P. Whatmough Risheek Garrepalli M. V. Baalen Harris Teague Markus Nagel MQ 43 4 0 28 Jan 2025
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data Jeremy Irvin Emily Ruoyu Liu Joyce Chuyi Chen Ines Dormoy Jinyoung Kim Samar Khanna Zhuo Zheng Stefano Ermon MLLM VLM 65 6 0 28 Jan 2025
MADation: Face Morphing Attack Detection with Foundation Models Eduarda Caldeira Guray Ozgur Tahar Chettaoui Marija Ivanovska Peter Peer Fadi Boutros Vitomir Štruc Naser Damer CVBM 52 2 1 28 Jan 2025
MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Qi Chen Dexi Liu 45 0 0 28 Jan 2025
Rethinking the Bias of Foundation Model under Long-tailed Distribution Jiahao Chen Bin Qin Jiangmeng Li Hao Chen Fuchun Sun 90 0 0 27 Jan 2025
Safe Gradient Flow for Bilevel Optimization Sina Sharifi Nazanin Abolfazli Erfan Yazdandoost Hamedani Mahyar Fazlyab 48 3 0 27 Jan 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models Sajjad Ghiasvand Mahnoosh Alizadeh Ramtin Pedarsani ALM 76 0 0 26 Jan 2025
ABXI: Invariant Interest Adaptation for Task-Guided Cross-Domain Sequential Recommendation Qingtian Bian Marcus Vinícius de Carvalho Tieying Li Jiaxing Xu Hui Fang Yiping Ke 53 0 0 25 Jan 2025
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing Zeping Yu Sophia Ananiadou KELM 58 1 0 24 Jan 2025
FireRedASR: Open-Source Industrial-Grade Mandarin Speech Recognition Models from Encoder-Decoder to LLM Integration Kai-Tuo Xu Feng-Long Xie Xu Tang Yao Hu 82 4 0 24 Jan 2025
Pre-train and Fine-tune: Recommenders as Large Models Zhenhao Jiang Chong Chen Hao Feng Yu Yang Jin Liu Jie Zhang Jia Jia Ning Hu 50 0 0 24 Jan 2025
LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network Reconfiguration Panayiotis Christou Md. Zahidul Islam Yuzhang Lin Jingwei Xiong 40 0 0 24 Jan 2025
HumorReject: Decoupling LLM Safety from Refusal Prefix via A Little Humor Zihui Wu Haichang Gao Jiacheng Luo Zhaoxiang Liu 51 0 0 23 Jan 2025