Visual Question Answering

Artificial Intelligence Computation and Language

Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA

root December 23, 2023 0

The paper addresses the issue of unfaithfulness in the explanations provided by visual question answering (VQA) systems. Current post-hoc methods, which provide natural language explanations (NLE), often fail to align…

Artificial Intelligence Computation and Language

Toloka Visual Question Answering Benchmark

root September 29, 2023 0

The paper presents the Toloka Visual Question Answering, a crowdsourced dataset designed to test machine learning systems’ performance in grounding visual question answering tasks. These tasks involve drawing a bounding…

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Visual Question Answering

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