Word embedding for mixed-emotions analysis

• Published in: Journal of intelligent information systems Vol. 60; no. 1; pp. 49 - 72
• Main Authors: MohammadiBaghmolaei, Rezvan, Ahmadi, Ali
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.02.2023; Springer Nature B.V
• Subjects: Artificial Intelligence; Computer Science; Data Structures and Information Theory; Embedding; Emotions; Information Storage and Retrieval; IT in Business; Natural language processing; Natural Language Processing (NLP); Psychology; Real numbers; Words (language); Sentiment lexicon; Natural language processing; Emotion mining; Word embeddings

Word embedding is the process of converting words into vectors of real numbers which is of great interest in natural language processing. Recently, the performance of word embedding models has been the subject of some studies in emotion analysis. They mainly try to embed affective aspects of words i...