Papers
The Mediomatix Corpus: Parallel Data for Romansh Language Varieties via Comparable Schoolbooks
Zachary William Hopton, Jannis Vamvas, Andrin Büchler et al.
Rethinking Data Mixture for Large Language Models: A Comprehensive Survey and New Perspectives
Yajiao Liu, Congliang Chen, Junchi Yang et al.
How to Make LMs Strong Node Classifiers?
Zhe Xu, Kaveh Hassani, Si Zhang et al.
Mitigating Copy Bias in In-Context Learning through Neuron Pruning
Ameen Ali Ali, Lior Wolf, Ivan Titov
ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling
Zhipeng Xu, Zhenghao Liu, Yukun Yan et al.
I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search
Zujie Liang, Feng Wei, Wujiang Xu et al.
Rad-Flamingo: A Multimodal Prompt driven Radiology Report Generation Framework with Patient-Centric Explanations
Md. Tousin Akhter, Devansh Lalwani, Kshitij Sharad Jadhav et al.
Position Paper: How Should We Responsibly Adopt LLMs in the Peer Review Process?
Juhwan Choi, JungMin Yun, Changhun Kim et al.
Examining the Utility of Self-disclosure Types for Modeling Annotators of Social Norms
Kieran Henderson, Kian Omoomi, Vasudha Varadarajan et al.
Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey
Seunghyuk Cho, Zhenyue Qin, Yang Liu et al.
Let’s Put Ourselves in Sally’s Shoes: Shoes-of-Others Prefilling Improves Theory of Mind in Large Language Models
Kazutoshi Shinoda, Nobukatsu Hojo, Kyosuke Nishida et al.
Joint Multimodal Preference Optimization for Fine-Grained Visual-Textual Alignment
Jiwon Kim, Hyunsoo Yoon
Being Kind Isn’t Always Being Safe: Diagnosing Affective Hallucination in LLMs
Sewon Kim, Jiwon Kim, SeungWoo Shin et al.
WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning
Yuchen Zhuang, Di Jin, Jiaao Chen et al.
Entity-aware Cross-lingual Claim Detection for Automated Fact-checking
Rrubaa Panchendrarajan, Arkaitz Zubiaga
Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction
Chong Zhang, Yixi Zhao, Yulu Xie et al.
Multimodal Large Language Models for Human-AI Interaction: Foundations, Agents, and Inclusive Applications
Shafiq Joty, Enamul Hoque, Ahmed Masry et al.
Encoding and Decoding Language in the Brain with Language Models
Anuja Negi, Mathis Lamarre, Christine Tseng et al.
Cognitive Effects and Biases in Large Language Models
Markus Schedl, Ralph Hertwig, Antonela Tommasel et al.
AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation
Yufang Hou, Steffen Eger, Anne Lauscher et al.
DIRECT: Directional Relevance in Conversational Trajectories
Anshuman Mourya, Rajdeep Mukherjee, Prerna Jolly et al.
PharmaQA.IT: an Italian dataset for Q&A in the pharmaceutical domain
Kamyar Zeinalipour, Andrea Zugarini, Asya Zanollo et al.
Balanced Accuracy: The Right Metric for Evaluating LLM Judges - Explained through Youden’s J statistic
Stephane Collot, Colin Fraser, Justin Zhao et al.
Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions
Jonathan Pattin Cottet, Véronique Eglin, Alex Aussem
Benchmarking and Mitigating the Impact of Noisy User Prompts in Medical VLMs via Cross-Modal Reflection
Zhiyu Xue, Reza Abbasi-Asl, Ramtin Pedarsani