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cs.CV2025
Mitigating Easy Option Bias in Multiple-Choice Question Answering
Hao Zhang, Chen Li, Basura Fernando
In this early study, we observe an Easy-Options Bias (EOB) issue in some multiple-choice Visual Question Answering (VQA) benchmarks such as MMStar, RealWorldQA, SEED-Bench, Next-QA…
cs.CV2025
Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering
Basura Fernando, Thanh-Son Nguyen, Hong Yang +3
In this work we present Knowledge Module Learning (KML) to understand and reason over procedural tasks that requires models to learn structured and compositional procedural knowled…