Papers
Agentic-R1: Distilled Dual-Strategy Reasoning
Weihua Du, Pranjal Aggarwal, Sean Welleck et al.
LIDDIA: Language-based Intelligent Drug Discovery Agent
Reza Averly, Frazier N. Baker, Ian A Watson et al.
Learning Contextual Retrieval for Robust Conversational Search
Seunghan Yang, Juntae Lee, Jihwan Bang et al.
MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers
Jushaan Singh Kalra, Xinran Zhao, To Eun Kim et al.
Beyond Checkmate: Exploring the Creative Choke Points for AI Generated Texts
Nafis Irtiza Tripto, Saranya Venkatraman, Mahjabin Nahar et al.
MultiMed-ST: Large-scale Many-to-many Multilingual Medical Speech Translation
Khai Le-Duc, Tuyen Tran, Bach Phan Tat et al.
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment
Ruochen Li, Jun Li, Bailiang Jian et al.
D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition
Yiyang Huang, Yizhou Wang, Yun Fu
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation
François Ledoyen, Gaël Dias, Jeremie Pantin et al.
Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs
Ayush Gupta, Ramneet Kaur, Anirban Roy et al.
EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety
Jiahao Qiu, Yinghui He, Xinzhe Juan et al.
Data Drives Unstable Hierarchical Generalization in LMs
Tian Qin, Naomi Saphra, David Alvarez-Melis
Modeling Bottom-up Information Quality during Language Processing
Cui Ding, Yanning Yin, Lena Ann Jäger et al.
RedHerring Attack: Testing the Reliability of Attack Detection
Jonathan Rusert
CEMTM: Contextual Embedding-based Multimodal Topic Modeling
Amirhossein Abaskohi, Raymond Li, Chuyuan Li et al.
SilVar: Speech-Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization
Tan-Hanh Pham, Le Hoang Nam, Phu-Vinh Nguyen et al.
Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition‐Informed Approach to Quantifying Identity Fusion from Text
Devin R. Wright, Jisun An, Yong-Yeol Ahn
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation
Song Wang, Zihan Chen, Peng Wang et al.
Words Like Knives: Backstory-Personalized Modeling and Detection of Violent Communication
Jocelyn J Shen, Akhila Yerukola, Xuhui Zhou et al.
A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users
Nishant Balepur, Matthew Shu, Yoo Yeon Sung et al.
AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction
Song Wang, Zhen Tan, Zihan Chen et al.
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge
Tianhao Wu, Weizhe Yuan, Olga Golovneva et al.
CoMMIT: Coordinated Multimodal Instruction Tuning
Xintong Li, Junda Wu, Tong Yu et al.
Improving Instruct Models for Free: A Study on Partial Adaptation
Ozan Irsoy, Pengxiang Cheng, Jennifer L Chen et al.
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning
Xintong Li, Jalend Bantupalli, Ria Dharmani et al.