Papers
TRIAL: Token Relations and Importance Aware Late-interaction for Accurate Text Retrieval
Hyukkyu Kang, Injung Kim, Wook-Shin Han
WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning
Gagan Mundada, Yash Vishe, Amit Namburi et al.
Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild
Sheshera Mysore, Debarati Das, Hancheng Cao et al.
TORSO: Template-Oriented Reasoning Towards General Tasks
Minhyuk Kim, Seungyoon Lee, Heuiseok Lim
Let’s Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM’s Math Capability
Ruida Wang, Yuxin Li, Yi R. Fung et al.
LVLMs are Bad at Overhearing Human Referential Communication
Zhengxiang Wang, Weiling Li, Panagiotis Kaliosis et al.
Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization
Mahmud Wasif Nafee, Maiqi Jiang, Haipeng Chen et al.
Implicit Values Embedded in How Humans and LLMs Complete Subjective Everyday Tasks
Arjun Arunasalam, Madison Pickering, Z. Berkay Celik et al.
Advancing Arabic Diacritization: Improved Datasets, Benchmarking, and State-of-the-Art Models
Abubakr Mohamed, Hamdy Mubarak
Visual-Aware Speech Recognition for Noisy Scenarios
Balaji Darur, Karan Singla
Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation
Ziyin Zhang, Jiahao Xu, Tian Liang et al.
Representation Potentials of Foundation Models for Multimodal Alignment: A Survey
Jianglin Lu, Hailing Wang, Yi Xu et al.
Attention Eclipse: Manipulating Attention to Bypass LLM Safety-Alignment
Pedram Zaree, Md Abdullah Al Mamun, Quazi Mishkatul Alam et al.
The Enemy from Within: A Study of Political Delegitimization Discourse in Israeli Political Speech
Naama Rivlin-Angert, Guy Mor-Lan
Database-Augmented Query Representation for Information Retrieval
Soyeong Jeong, Jinheon Baek, Sukmin Cho et al.
SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection
Yubin Ge, Salvatore Romeo, Jason Cai et al.
Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations
Jin Peng Zhou, Séb Arnold, Nan Ding et al.
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
Jaehoon Yun, Jiwoong Sohn, Jungwoo Park et al.
Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG
Mossad Helali, Yutai Luo, Tae Jun Ham et al.
DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition
Hanjun Luo, Yingbin Jin, Yiran Wang et al.
TurBLiMP: A Turkish Benchmark of Linguistic Minimal Pairs
Ezgi Başar, Francesca Padovani, Jaap Jumelet et al.
Speech Vecalign: an Embedding-based Method for Aligning Parallel Speech Documents
Chutong Meng, Philipp Koehn
Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation
Ziniu Zhang, Zhenshuo Zhang, Dongyue Li et al.
Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics
Jiarui Liu, Yueqi Song, Yunze Xiao et al.
Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions
Emmy Liu, Amanda Bertsch, Lintang Sutawika et al.