构建了韩英双语情感词平行数据集,支持多义词与隐喻识别。
EVOKE: Emotion Vocabulary Of Korean and English
- 构建韩英双语情感词平行数据,涵盖1426个韩语词和1397个英语词
- 系统标注819个韩语和924个英语形容词/动词的多重含义与关系
- 适合情感计算、心理语言学及跨语言研究者使用
本文介绍EVOKE(韩英情感词平行数据集),这是一个涵盖韩语和英语情感词汇的双语平行数据集。该数据集全面覆盖两种语言的情感词汇,提供大量多对多翻译,并识别出语言特有情感词。数据集包含1,426个韩语词和1,397个英语词,系统标注了819个韩语和924个英语的形容词与动词。同时,对每个词的多重含义及其关系进行标注,识别出多义情感词与情感相关隐喻。据我们所知,这是迄今为止最系统且理论中立的韩英双语情感词数据集。该数据集可作为情感科学、心理语言学、计算语言学和自然语言处理的实用工具,供研究者根据自身需求与理论视角灵活使用。数据集已公开于https://github.com/yoonwonj/EVOKE。
原文摘要 · Abstract (English)
This paper introduces EVOKE (Emotion Vocabulary of Korean and English), a Korean-English parallel dataset of emotion words. The dataset offers comprehensive coverage of emotion words in each language, in addition to many-to-many translations between words in the two languages and identification of language-specific emotion words. The dataset contains 1,426 Korean words and 1,397 English words, and we systematically annotate 819 Korean and 924 English adjectives and verbs. We also annotate multiple meanings of each word and their relationships, identifying polysemous emotion words and emotion-related metaphors. The dataset is, to our knowledge, the most systematic and theory-agnostic dataset of emotion words in both Korean and English to date. It can serve as a practical tool for emotion science, psycholinguistics, computational linguistics, and natural language processing, allowing researchers to adopt different views on the resource reflecting their needs and theoretical perspectives. The dataset is publicly available at https://github.com/yoonwonj/EVOKE.
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