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title
description
image
site name
author
updated
2026-03-02 07:34:00
raw text
ScienceQA: Science Question Answering ScienceQA Home Dataset Download Method Paper Code Citation Authors Contact Leaderboard Explore Visualize ScienceQA Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering (NeurIPS 2022) About ScienceQA When answering a question, humans utilize the information available across different modalities to synthesize a consistent and complete chain of thought (CoT). This process is normally a black box in the case of deep learning models like large-scale language models. Recently, science question benchmarks have been used to diagnose the multi-hop reasoning ability and interpretability of an AI system. However, existing datasets fail to provide annotations for the answers, or are restricted to the textual-only modality, small scales, an...
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