Title
OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM Jinhong Wang Shuo Tong Jian Liu Dongqi Tang Weiqiang Wang Wentong Li Hongxia Xu Benlin Liu Jintai Chen Jian Wu LRM 74 0 0 01 Jul 2025
Progressive Binarization with Semi-Structured Pruning for LLMs Xinyu Yan Tianao Zhang Zhiteng Li Yulun Zhang MQ 144 1 0 01 Jul 2025
FlatFusion: Delving into Details of Sparse Transformer-based Camera-LiDAR Fusion for Autonomous Driving Yutao Zhu Xiaosong Jia Xinyu Yang Junchi Yan ViT 80 6 0 01 Jul 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model Ziyu Yao Xuxin Cheng Zhiqi Huang Lei Li 161 2 0 01 Jul 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts Daniel Christoph Max Ploner Patrick Haller Alan Akbik KELM 15 0 0 20 Jun 2025
Predicting New Research Directions in Materials Science using Large Language Models and Concept Graphs Thomas Marwitz Alexander Colsmann Ben Breitung Christoph Brabec Christoph Kirchlechner ... Michael Hirtz Pavel A. Levkin Yolita M. Eggeler Tobias Schlöder Pascal Friederich AI4CE 31 0 0 20 Jun 2025
No Free Lunch: Rethinking Internal Feedback for LLM Reasoning Yanzhi Zhang Zhaoxi Zhang Haoxiang Guan Yilin Cheng Yitong Duan Chen Wang Yue Wang Shuxin Zheng Jiyan He ReLM LRM 40 0 0 20 Jun 2025
Enhancing Step-by-Step and Verifiable Medical Reasoning in MLLMs Haoran Sun Yankai Jiang Wenjie Lou Yujie Zhang Wenjie Li Lilong Wang Mianxin Liu Lei Liu Xiaosong Wang LRM 15 0 0 20 Jun 2025
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps Jiashun Cheng Aochuan Chen Nuo Chen Ziqi Gao Yuhan Li Jia Li Fugee Tsung 17 0 0 20 Jun 2025
Are Bias Evaluation Methods Biased ? Lina Berrayana Sean Rooney Luis Garces-Erice Ioana Giurgiu ELM 17 0 0 20 Jun 2025
With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You Fabian Gröger Shuo Wen Huyen Le Maria Brbic 26 0 0 20 Jun 2025
DT-UFC: Universal Large Model Feature Coding via Peaky-to-Balanced Distribution Transformation Changsheng Gao Zijie Liu L. Li Dong Liu Xiaoyan Sun Weisi Lin OffRL 15 0 0 19 Jun 2025
Arch-Router: Aligning LLM Routing with Human Preferences Co Tran Salman Paracha Adil Hafeez Shuguang Chen 24 0 0 19 Jun 2025
GoalLadder: Incremental Goal Discovery with Vision-Language Models Alexey Zakharov Shimon Whiteson 22 0 0 19 Jun 2025
DISCIE -- Discriminative Closed Information Extraction Cedric Moller Ricardo Usbeck 22 0 0 19 Jun 2025
EvoLM: In Search of Lost Language Model Training Dynamics Zhenting Qi Fan Nie Alexandre Alahi James Zou Himabindu Lakkaraju Yilun Du Eric P. Xing Sham Kakade Hanlin Zhang 36 1 0 19 Jun 2025
Revela: Dense Retriever Learning via Language Modeling Fengyu Cai Tong Chen Xinran Zhao Sihao Chen Hongming Zhang Sherry Tongshuang Wu Iryna Gurevych Heinz Koeppl RALM VLM 18 0 0 19 Jun 2025
Comparative Analysis of Abstractive Summarization Models for Clinical Radiology Reports Anindita Bhattacharya Tohida Rehman Debarshi Kumar Sanyal S. Chattopadhyay 20 0 0 19 Jun 2025
GeoGuess: Multimodal Reasoning based on Hierarchy of Visual Information in Street View Fenghua Cheng Jinxiang Wang Sen Wang Zi Huang Xue Li LRM 24 0 0 19 Jun 2025
Multi-use LLM Watermarking and the False Detection Problem Zihao Fu Chris Russell WaLM 34 0 0 19 Jun 2025
Show-o2: Improved Native Unified Multimodal Models Jinheng Xie Zhenheng Yang Mike Zheng Shou VGen 44 0 0 18 Jun 2025
Context Matters! Relaxing Goals with LLMs for Feasible 3D Scene Planning Emanuele Musumeci Michele Brienza F. Argenziano Vincenzo Suriani Daniele Nardi D. Bloisi 17 0 0 18 Jun 2025
Demystifying the Visual Quality Paradox in Multimodal Large Language Models Shuo Xing Lanqing guo Hongyuan Hua Seoyoung Lee Peiran Li Yufei Wang Zhangyang Wang Zhengzhong Tu VLM 45 0 0 18 Jun 2025
Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning Chunlei Li Jingyang Hou Yilei Shi Jingliang Hu Xiao Xiang Zhu Lichao Mou LM&MA 28 0 0 18 Jun 2025
SPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling Md Imbesat Hassan Rizvi Xiaodan Zhu Iryna Gurevych LRM 35 0 0 18 Jun 2025
RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation Xinnuo Xu Rachel Lawrence Kshitij Dubey Atharva Pandey Risa Ueno Fabian Falck A. Nori Rahul Sharma Amit Sharma Javier González LRM 28 0 0 18 Jun 2025
Weakly-supervised VLM-guided Partial Contrastive Learning for Visual Language Navigation Ruoyu Wang Tong Yu Junda Wu Yao Liu Julian McAuley Lina Yao 18 0 0 18 Jun 2025
Understanding GUI Agent Localization Biases through Logit Sharpness Xingjian Tao Yiwei Wang Yujun Cai Zhicheng YANG Jing Tang LLMAG 15 0 0 18 Jun 2025
Cohort Discovery: A Survey on LLM-Assisted Clinical Trial Recruitment Shrestha Ghosh Moritz Schneider Carina Reinicke Carsten Eickhoff 20 0 0 18 Jun 2025
Entropy-Driven Pre-Tokenization for Byte-Pair Encoding Yifan Hu Frank Liang Dachuan Zhao Jonathan Geuter Varshini Reddy Craig W. Schmidt Chris Tanner 15 0 0 18 Jun 2025
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents Zijian Zhou Ao Qu Zhaoxuan Wu Sunghwan Kim Alok Prakash Daniela Rus Jinhua Zhao Bryan Kian Hsiang Low Paul Liang LLMAG OffRL LRM 12 0 0 18 Jun 2025
RAS-Eval: A Comprehensive Benchmark for Security Evaluation of LLM Agents in Real-World Environments Yuchuan Fu Xiaohan Yuan Dongxia Wang LLMAG ELM 15 0 0 18 Jun 2025
MinosEval: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended QA Evaluation with LLMs Yongqi Fan Yating Wang Guandong Wang Jie Zhai Jingping Liu Qi Ye Tong Ruan 23 0 0 18 Jun 2025
Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material Team Hunyuan3D Shuhui Yang M. Yang Yifei Feng Xin Huang ... Yuhong Liu Linus Jie Jiang J. Huang Chunchao Guo 3DH 50 1 0 18 Jun 2025
GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors Hengyuan Zhang Xinrong Chen Yingmin Qiu Xiao Liang Ziyue Li ... Weiping Li Tong Mo Wenyue Li Hayden Kwok-Hay So Ngai Wong MoE ALM 30 0 0 17 Jun 2025
Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning Wassim Bouaziz Mathurin Videau Nicolas Usunier El-Mahdi El-Mhamdi 17 0 0 17 Jun 2025
Thunder-NUBench: A Benchmark for LLMs' Sentence-Level Negation Understanding Yeonkyoung So Gyuseong Lee Sungmok Jung Joonhak Lee JiA Kang Sangho Kim Jaejin Lee 36 0 0 17 Jun 2025
ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM Yujun Wang Jinhe Bi Yunpu Ma Soeren Pirk MLLM 51 0 0 17 Jun 2025
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding Zhucun Xue Jiangning Zhang Xurong Xie Yuxuan Cai Yong-Jin Liu Xiangtai Li Dacheng Tao VGen VLM 28 0 0 16 Jun 2025
NTU Speechlab LLM-Based Multilingual ASR System for Interspeech MLC-SLM Challenge 2025 Yizhou Peng Bin Wang Yi-Wen Chao Ziyang Ma Haoyang Zhang Hexin Liu Xie Chen Eng Siong Chng ELM 27 0 0 16 Jun 2025
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Shang-Chi Tsai Yun-Nung Chen AI4MH 28 1 0 16 Jun 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey Runpeng Yu Qi Li Xinchao Wang DiffM AI4CE 35 0 0 16 Jun 2025
Enhancing Goal-oriented Proactive Dialogue Systems via Consistency Reflection and Correction Didi Zhang Yaxin Fan Peifeng Li Qiaoming Zhu 9 0 0 16 Jun 2025
Detecting Hard-Coded Credentials in Software Repositories via LLMs Chidera Biringa Gökhan Kul 28 0 0 16 Jun 2025
Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR Yizhou Peng Hexin Liu Eng Siong Chng AuLLM 35 0 0 16 Jun 2025
Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization Guanghui Song Dongping Liao Yiren Zhao Kejiang Ye Cheng-zhong Xu X. Gao MoE 19 0 0 16 Jun 2025
Rethinking Hate Speech Detection on Social Media: Can LLMs Replace Traditional Models? Daman Deep Singh Ramanuj Bhattacharjee Abhijnan Chakraborty 27 0 0 15 Jun 2025
Improving Factuality for Dialogue Response Generation via Graph-Based Knowledge Augmentation Xiangyan Chen Yujian Gan Matthew Purver HILM 33 0 0 14 Jun 2025
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination Ao Jia Haiming Wu Guohui Yao D. Song Songkun Ji Yazhou Zhang 19 0 0 14 Jun 2025
Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation Lexiang Tang Xianwei Zhuang Bang Yang Zhiyuan Hu Hongxiang Li Lu Ma Jinghan Ru Yuexian Zou 24 0 0 14 Jun 2025