Papers
Language-Grounded Multi-Domain Image Translation via Semantic Difference Guidance
Jongwon Ryu, Joonhyung Park, Jaeho Han et al.
Continual-learning for Modelling Low-Resource Languages from Large Language Models
Santosh Srinath K, Mudit Somani, Varun Reddy Padala et al.
MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical Skills
Zonghai Yao, Zihao Zhang, Chaolong Tang et al.
Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty
Sravanthi Machcha, Sushrita Yerra, Sahil Gupta et al.
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval over haystacks
Amey Hengle, Prasoon Bajpai, Soham Dan et al.
Wugnectives: Novel Entity Inferences of Language Models from Discourse Connectives
Daniel Brubaker, William Sheffield, Junyi Jessy Li et al.
Nanda Family: Open-Weights Generative Large Language Models for Hindi
Aaryamonvikram Singh, Debopriyo Banerjee, Dhruv Sahnan et al.
HALP: Detecting Hallucinations in Vision-Language Models without Generating a Single Token
Sai Akhil Kogilathota, Sripadha Vallabha E G, Luzhe Sun et al.
Extending Audio Context for Long-Form Understanding in Large Audio-Language Models
Yuatyong Chaichana, Pittawat Taveekitworachai, Warit Sirichotedumrong et al.
Beyond Length: Context-Aware Expansion and Independence as Developmentally Sensitive Evaluation in Child Utterances
Jiyun Chun, Eric Fosler-Lussier, Michael White et al.
Analysing the role of lexical and temporal information in turn-taking through predictability
Sean Leishman, Sarenne Wallbridge, Peter Bell
How Do Language Models Acquire Character-Level Information?
Soma Sato, Ryohei Sasano
Strong Memory, Weak Control: An Empirical Study of Executive Functioning in LLMs
Karin de Langis, Jong Inn Park, Bin Hu et al.
Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives?
Karin De Langis, Püren Öncel, Ryan Peters et al.
Evaluating Adversarial Robustness of Concept Representations in Sparse Autoencoders
Aaron J. Li, Suraj Srinivas, Usha Bhalla et al.
Now You Hear Me: Audio Narrative Attacks Against Large Audio–Language Models
Ye Yu, Haibo Jin, Yaoning Yu et al.
MERLIN: Multi-Stage Curriculum Alignment for Multilingual Encoder-LLM Integration in Cross-Lingual Reasoning
Kosei Uemura, David Guzmán, Quang Phuoc Nguyen et al.
Multi-Token Completion for Text Anonymization
Pulkit Madaan, Krithika Ramesh, Lisa Bauer et al.
CSPB: Conversational Speech Processing Benchmark for Self-supervised Speech Models
Zili Huang, Matthew Maciejewski, Leibny Paola Garcia Perera et al.
Do Audio LLMs Really LISTEN, or Just Transcribe? Measuring Lexical vs. Acoustic Emotion Cues Reliance
Jingyi Chen, Zhimeng Guo, Jiyun Chun et al.
Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge
Yiyang Feng, Zeming Chen, Haotian Wu et al.
ObjChangeVR: Object State Change Reasoning from Continuous Egocentric Views in VR Environments
Shiyi Ding, Shaoen Wu, Ying Chen
Beyond Random Sampling: Efficient Language Model Pretraining via Curriculum Learning
Yang Zhang, Amr Mohamed, Hadi Abdine et al.
Contextual morphologically-guided tokenization for Latin encoder models
Marisa Hudspeth, Patrick J. Burns, Brendan O'Connor