When questions say more than answers: automatic classification of intentions in questions

被引:0
|
作者
Barbedette, Angele [1 ]
Eshkol-Taravella, Iris [2 ]
机构
[1] Univ Sorbonne Nouvelle Paris 3, Paris, France
[2] Univ Paris Nanterre, Modeles Dynam Corpus MoDyCo, UMR 7114, Nanterre, France
来源
DISCOURS-REVUE DE LINGUISTIQUE PSYCHOLINGUISTIQUE ET INFORMATIQUE | 2021年 / 28期
关键词
intention detection; dialog act; spontaneous speech transcriptions; questions classification; opinion mining; machine learning; LANGUAGE;
D O I
10.4000/discours.11359
中图分类号
H0 [语言学];
学科分类号
030303 ; 0501 ; 050102 ;
摘要
This work aims to automatically detect the intents of speakers in questions asked during meals. The corpus is composed of transcripts of spontaneous oral conversations. We suggest a typology of these intents based on existing work and the corpus analysis. We implement a supervised automatic classification model based on annotated data and selected linguistic features, whose results and performance are evaluated and interpreted.
引用
收藏
页数:30
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