2 papers
cs.CL2026
System-Mediated Attention Imbalances Make Vision-Language Models Say Yes
Tsan Tsai Chan, Varsha Suresh, Anisha Saha +2
Vision-language model (VLM) hallucination is commonly linked to imbalanced allocation of attention across input modalities: system, image and text. However, existing mitigation str…
cs.CL2025
Towards Typologically Aware Rescoring to Mitigate Unfaithfulness in Lower-Resource Languages
Tsan Tsai Chan, Xin Tong, Thi Thu Uyen Hoang +2
Multilingual large language models (LLMs) are known to more frequently generate non-faithful output in resource-constrained languages (Guerreiro et al., 2023 - arXiv:2303.16104), p…