Papers
Explaining Sources of Uncertainty in Automated Fact-Checking
Jingyi Sun, Greta Warren, Irina Shklovski et al.
Combining Distantly Supervised Models with In Context Learning for Monolingual and Cross-Lingual Relation Extraction
Vipul Kumar Rathore, Malik Hammad Faisal, Parag Singla et al.
Why Do More Experts Fail? A Theoretical Analysis of Model Merging
Zijing Wang, Xingle Xu, YongKang Liu et al.
Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL
Le Zhou, Feng Yao, Fengcai Qiao et al.
JARVIS or Ultron? A Survey on the Safety and Security Threats of Computer-Using Agents
Ada Chen, Yongjiang Wu, Junyuan Zhang et al.
Cross-Prompt Automated Essay Scoring of Multiple Traits: Making Sense of the State of the Art
Shengjie Li, Vincent Ng
RV-HATE: Reinforced Multi-Module Voting for Implicit Hate Speech Detection
Yejin Lee, Hyeseon An, Yo-Sub Han
Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection
Cui Yakun, Peng Qi, Fushuo Huo et al.
Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models
Minghe Shen, Zhuo Zhi, Chonghan Liu et al.
Unveiling the Limits of Large Language Models in Inferring Pragmatic Meaning from Non-Verbal Responses
Sugyeong Eo, Heuiseok Lim
SHARP: Self-adaptive Harmful Category-aware Prompt Generation for Black-box Jailbreaking
Yingjie Xue, Xingyou Xia, Jun Zhang et al.
GRAD: Generalizing RAG Adaptation with Decoding
Youngwon Lee, Seung-won Hwang, Zhewei Yao et al.
Legal Judgment Prediction: A Reflection on the State of the Art
Yi Feng, Chuanyi Li, Vincent Ng
Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning
Yifan Wang, Shiyu Li, Peiming Li et al.
Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents
Minzheng Wang, Run Luo, Yanbo Wang et al.
TwiUSD: A Benchmark Dataset and Structure-Aware LLM Framework for User Stance Detection
Fuqiang Niu, Zini Chen, Zhiyu Xie et al.
Speculative End-Turn Detector for Efficient Speech Chatbot Assistant
Hyunjong Ok, Suho Yoo, Jaeho Lee
On the Role of Discriminative Models in Generative Relation Extraction
Guozheng Li, Peng Wang, Zijie Xu et al.
Layer-Wise High-Impact Parameter Ratio Optimization in Post-Training Quantization for Large Language Models
Cuong Pham, Anh Dung Hoang, Cuong C. Nguyen et al.
Authorship Attribution in Multilingual Machine-Generated Texts
Lucio La Cava, Dominik Macko, Robert Moro et al.
OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models
Qiguang Chen, Chengyu Luan, Jiajun Wu et al.
Adversarial Metric Learning for Fine-Grained Emotion Classification
Junfan Chen, Sizhe Wu, Richong Zhang et al.
Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization
Gunjan Balde, Soumyadeep Roy, Mainack Mondal et al.
Revealing the Seen, Imagining the Beyond: A Survey of Image-Grounded Chain-of-Thought Reasoning in Multimodal LLMs
Qihua Dong, Yitian Zhang, Huimin Zeng et al.
Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA
Gewen Liang, Mufan Xu, Kehai Chen et al.