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SUPERTWEETEVAL

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arXiv2023-10-23 更新2024-06-21 收录
下载链接:
https://huggingface.co/datasets/cardiffnlp/super_tweeteval
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资源简介:
SUPERTWEETEVAL是一个挑战性的社交媒体NLP基准,由卡迪夫NLP和卡迪夫大学创建。该数据集包含255,170条推文,覆盖多种任务,如情感分析、命名实体识别等。数据集旨在通过统一的任务和数据集,提供一个真实的模型评估平台,特别是在Twitter这一特定领域。创建过程中,数据集从现有数据集中整合、调整和从头构建,以适应不同任务的需求。应用领域包括多任务学习、模型评估和已训练模型的利用,旨在解决社交媒体NLP中的挑战问题。

SUPERTWEETEVAL is a challenging social media NLP benchmark developed by Cardiff NLP and Cardiff University. This dataset contains 255,170 tweets covering a variety of tasks including sentiment analysis, named entity recognition (NER), and others. It aims to provide a realistic model evaluation platform, especially within the specific domain of Twitter, through unified tasks and datasets. During its development, the dataset was integrated from existing corpora, adjusted, and built from scratch to meet the requirements of diverse tasks. Its application areas include multi-task learning, model evaluation, and the utilization of trained models, with the aim of addressing challenging issues in social media NLP.
提供机构:
卡迪夫NLP,卡迪夫大学,英国
创建时间:
2023-10-23
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