Papers
Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective
Dou Hu, Lingwei Wei, Hongjiang Xiao et al.
NSF-SciFy: Mining the NSF Awards Database for Scientific Claims
Delip Rao, Weiqiu You, Eric Wong et al.
SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
Yiyang Gu, Junwei Yang, Junyu Luo et al.
Selective Contrastive Learning For Gloss Free Sign Language Translation
Chang Hao Lai, Rui Zhao, Xuewen Zhong et al.
A Linguistics-Aware LLM Watermarking via Syntactic Predictability
Shinwoo Park, Hyejin Park, Hyeseon An et al.
SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation
Marek Suppa, Andrej Ridzik, Daniel Hládek et al.
PRISMA: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues
Prajwal Vijay Kajare, Priyanshu Priya, Bikash Santra et al.
Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA
Kyubyung Chae, Jewon Yeom, Jeongjae Park et al.
TRACE: A Corpus of Team Creative Discussions
Yixuan Jiang, Tiancheng Hu, Jose Hernandez-Orallo et al.
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.