Papers
Lost in Embeddings: Information Loss in Vision–Language Models
Wenyan Li, Raphael Tang, Chengzu Li et al.
Lifelong Knowledge Editing requires Better Regularization
Akshat Gupta, Phudish Prateepamornkul, Maochuan Lu et al.
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation
Shoubin Yu, Yue Zhang, Ziyang Wang et al.
Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering
Michal Štefánik, Timothee Mickus, Michal Spiegel et al.
Code Like Humans: A Multi-Agent Solution for Medical Coding
Andreas Geert Motzfeldt, Joakim Edin, Casper L. Christensen et al.
MoMentS: A Comprehensive Multimodal Benchmark for Theory of Mind
Emilio Villa-Cueva, S M Masrur Ahmed, Rendi Chevi et al.
NUMINA: A Natural Understanding Benchmark for Multi-dimensional Intelligence and Numerical Reasoning Abilities
Changyu Zeng, Yifan Wang, Zimu Wang et al.
Quantifying the Risks of LLM- and Tool-assisted Rephrasing to Linguistic Diversity
Mengying Wang, Andreas Spitz
Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models
Xiaojun Wu, Junxi Liu, Huan-Yi Su et al.
Brittle Minds, Fixable Activations: Understanding Belief Representations in Language Models
Matteo Bortoletto, Constantin Ruhdorfer, Lei Shi et al.
M-Help: Using Social Media Data to Detect Mental Health Help-Seeking Signals
Msvpj Sathvik, Zuhair Hasan Shaik, Vivek Gupta
Spoken Document Retrieval for an Unwritten Language: A Case Study on Gormati
Sanjay Booshanam, Kelly Chen, Ondrej Klejch et al.
Perspective-driven Preference Optimization with Entropy Maximization for Diverse Argument Generation
Yilin Cao, Ruike Zhang, Penghui Wei et al.
Challenging the Evaluator: LLM Sycophancy Under User Rebuttal
Sung Won Kim, Daniel Khashabi
Training Text-to-Molecule Models with Context-Aware Tokenization
Seojin Kim, Hyeontae Song, Jaehyun Nam et al.
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation
Emilio Villa-Cueva, Sholpan Bolatzhanova, Diana Turmakhan et al.
Fast, Not Fancy: Rethinking G2P with Rich Data and Statistical Models
Mahta Fetrat Qharabagh, Zahra Dehghanian, Hamid R. Rabiee
TopXGen: Topic-Diverse Parallel Data Generation for Low-Resource Machine Translation
Armel Randy Zebaze, Benoît Sagot, Rachel Bawden
Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation
Armel Randy Zebaze, Benoît Sagot, Rachel Bawden
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching
Seoyeon Kim, Huiseo Kim, Chanjun Park et al.
Explaining novel senses using definition generation with open language models
Mariia Fedorova, Andrey Kutuzov, Francesco Periti et al.
Capturing Latent Modal Association For Multimodal Entity Alignment
Yongquan Ji, Jingwei Cheng, Fu Zhang et al.
ReTAG: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking
Boyoung Kim, Dosung Lee, Sumin An et al.
BRIT: Bidirectional Retrieval over Unified Image-Text Graph
Ainulla Khan, Moyuru Yamada, Srinidhi Akella