One large-scale database for Text-to-Image Person Re-identification, i.e., Text-based Person Retrieval.
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The Customer Support on Twitter dataset is a large, modern corpus of tweets and replies to aid innovation in natural language understanding and conversational models, and for study of modern customer support practices and impact.
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