2 papers
cs.CL2026
AUDITA: A New Dataset to Audit Humans vs. AI Skill at Audio QA
Tasnim Kabir, Dmytro Kurdydyk, Aadi Palnitkar +3
Existing audio question answering benchmarks largely emphasize sound event classification or caption-grounded queries, often enabling models to succeed through shortcut strategies,…
cs.CL2025
NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization
Zheyuan Zhang, Runze Li, Tasnim Kabir +1
Image geo-localization is the task of predicting the specific location of an image and requires complex reasoning across visual, geographical, and cultural contexts. While prior Vi…