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DuExplain情感分析可解释评测数据集
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DuExplain_senti

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DuExplain - 情感分析可解释评测数据集旨在评估模型预测依赖证据的可解释性，提供了人工标注的细粒度证据和扰动数据，利用证据匹配F1 Score、扰动下证据一致性、证据充分性等指标评估证据的合理性和忠诚性；同时，该数据集提供了中英文标注数据。 本数据集任务为句子级情感分析可解释评测任务，其要求模型给出预测的情感标签以及预测依赖的证据。 任务定义如下：对于给定的文本（context）及其分词结果（sent_token），系统根据文本中内容给出其对应的情感标签，取值正向（1）和负向（0），同时给出模型预测依赖的证据，由分词结果（sent_token）中若干重要词有序组成。
natural language processing emotion analysis MIT
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2023-02-11 14:52:11
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