2 papers
cs.CL2026
Double Trouble: Bilingual Pretraining Leaves Language-Conditioned Effects in Shared-Language Representations
Anjishnu Mukherjee, Ziwei Zhu, Antonios Anastasopoulos
A concept can carry different associations across languages, while modern language models learn English alongside many other languages during pretraining. Yet comparisons among exi…
cs.CV2025
Mitigating Hallucination in Large Vision-Language Models via Adaptive Attention Calibration
Mehrdad Fazli, Bowen Wei, Ahmet Sari +1
Large vision-language models (LVLMs) achieve impressive performance on multimodal tasks but often suffer from hallucination, and confidently describe objects or attributes not pres…