Emotion Classification of Text Based Conversations Through Dialog Act Modeling

被引：0

作者：

Gorer, Binnur ^{[1
]}

机构：

[1] Bogazici Univ, Bilgisayar Muhendisligi Bolumu, TR-80815 Bebek, Turkey

来源：

2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2014年

关键词：

emotion classification for text based conversations; dialog act modeling; natural language processing;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Automatic emotion classification from text based conversations is relatively novel and difficult natural language processing task. General approaches evaluate the conversations as plain text and do not consider the temporal flow through the dialogs. In this paper, we propose a classification method which combines state of the art natural language processing approaches with dialog act modeling.

引用

页码：2221 / 2224

页数：4

共 50 条

[21] Automatic dialog act segmentation and classification in multiparty meetings
Ang, J
Liu, Y
Shriberg, E
2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 1061 - 1064
[22] Hierarchical Fusion for Online Multimodal Dialog Act Classification
Miah, Md Messal Monem
Pyarelal, Adarsh
Huang, Ruihong
FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS - EMNLP 2023, 2023, : 7532 - 7545
[23] Exploring Uncertain Samples through Active Learning To Enhance Text Emotion Classification
Dou, Rongyu
Shun, Nishide
Ren, Fuji
Kang, Xin
PROCEEDINGS OF 2019 6TH IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENCE SYSTEMS (CCIS), 2019, : 26 - 30
[24] Deep Broad Learning for Emotion Classification in Textual Conversations
Peng, Sancheng
Zeng, Rong
Liu, Hongzhan
Cao, Lihong
Wang, Guojun
Xie, Jianguo
TSINGHUA SCIENCE AND TECHNOLOGY, 2024, 29 (02): : 481 - 491
[25] CONVERSATIONS, INTIMATE SCENES OF VERBAL EXCHANGE + DIALOG THROUGH PAINTINGS
GAINES, C
ARCHITECTURAL DIGEST, 1984, 41 (06) : 142 - 147
[26] Social emotion classification of Japanese text information based on SVM and KNN
Zhao, Qiang
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021,
[27] A Dialog Act Tagging Approach to Behavioral Coding: A Case Study of Addiction Counseling Conversations
Can, Dogan
Atkins, David C.
Narayanan, Shrikanth S.
16TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2015), VOLS 1-5, 2015, : 339 - 343
[28] Research on language modeling based sentiment classification of text
Department of Computer Science and Engineering, Shanghai Jiaotong University, Shanghai 200240, China
不详
Jisuanji Yanjiu yu Fazhan, 2007, 9 (1469-1475):
[29] "Nee Intention enti?" Towards Dialog Act Recognition in Code-Mixed Conversations
Jitta, Divya Sai
Chandu, Khyathi Raghavi
Pamidipalli, Harsha
Mamidi, Radhika
2017 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING (IALP), 2017, : 243 - 246
[30] MIDAS: A Dialog Act Annotation Scheme for Open Domain Human Machine Spoken Conversations
Yu, Dian
Yu, Zhou
16TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (EACL 2021), 2021, : 1103 - 1120

← 1 2 3 4 5 →