NRC Word-Emotion Association Lexicon (EmoLex)

该数据集包含了一个词汇表，其中收录了14,182个与不同情感和情绪相关的英文单词。这些单词被用于创建带有情感色彩的文本训练数据，以为训练数据提供基准真实值。该数据集的规模为14,182个单词，其任务是对诗歌进行情感分类。This dataset contains a vocabulary of 14,182 English words related to various sentiments and emotions. These words are employed to develop sentiment-bearing text training data, acting as the ground truth for these training datasets. With a total of 14,182 words, this dataset is targeted at the task of sentiment classification for poetry.

搜集汇总

背景与挑战

背景概述

NRC Word-Emotion Association Lexicon（EmoLex）是一个英语单词情绪关联词典，包含14,182个单词与八种基本情绪和两种情感的关联标注，通过众包手动创建。该数据集是首个此类词典，已翻译成108种语言，广泛应用于自然语言处理、心理学和数字人文等领域。