A Neural Local Coherence Analysis Model for Text Clarity Scoring

被引：0
|
作者：
Muangkammuen, Panitan [1 ]
Xu, Sheng [1 ,2 ]
Fukumoto, Fumiyo [1 ]
Saikaew, Kanda Runapongsa [3 ]
Li, Jiyi [1 ]
机构：
[1] University of Yamanashi, Japan
[2] Hangzhou Dianzi University, China
[3] Khon Kaen University, Thailand
来源：
COLING 2020 - 28th International Conference on Computational Linguistics, Proceedings of the Conference | 2020年
关键词：
Analysis models - Cause-effect - Coherence analysis - Coherence models - Different domains - Language model - Scoring methods - Scoring models - Structured text - Training data;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
24
引用
收藏
页码：2138 / 2143
相关论文
共 50 条
  • [1] A Neural Local Coherence Model for Text Quality Assessment
    Mesgar, Mohsen
    Strube, Michael
    [J]. 2018 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2018), 2018, : 4328 - 4339
  • [2] Automatic Text Summarization by Local Scoring and Ranking for Improving Coherence
    Krishnaveni, P.
    Balasundaram, S. R.
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTING METHODOLOGIES AND COMMUNICATION (ICCMC), 2017, : 59 - 64
  • [3] A Neural Local Coherence Model
    Dat Tien Nguyen
    Joty, Shafiq
    [J]. PROCEEDINGS OF THE 55TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2017), VOL 1, 2017, : 1320 - 1330
  • [4] SKIPFLOW: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring
    Tay, Yi
    Phan, Minh C.
    Luu Anh Tuan
    Hui, Siu Cheung
    [J]. THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, : 5948 - 5955
  • [5] Text Coherence Analysis Based on Deep Neural Network
    Cui, Baiyun
    Li, Yingming
    Zhang, Yaqing
    Zhang, Zhongfei
    [J]. CIKM'17: PROCEEDINGS OF THE 2017 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, 2017, : 2027 - 2030
  • [6] A Neural Graph-based Local Coherence Model
    Mesgar, Mohsen
    Ribeiro, Leonardo F. R.
    Gurevych, Iryna
    [J]. FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, EMNLP 2021, 2021, : 2316 - 2321
  • [7] Automatic Text Scoring Using Neural Networks
    Alikaniotis, Dimitrios
    Yannakoudakis, Helen
    Rei, Marek
    [J]. PROCEEDINGS OF THE 54TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1, 2016, : 715 - 725
  • [8] Hybrid Deep Neural Networks for Industrial Text Scoring
    Nagappan, Sidharrth
    Goh, Hui-Ngo
    Lin, Amy Hui-Lan
    [J]. ADVANCES AND TRENDS IN ARTIFICIAL INTELLIGENCE: THEORY AND PRACTICES IN ARTIFICIAL INTELLIGENCE, 2022, 13343 : 695 - 706
  • [9] Incorporating Cohesive Devices into Entity Grid Model in Evaluating Local Coherence of Japanese Text
    Yokono, Hikaru
    Okumura, Manabu
    [J]. COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, 2010, 6008 : 303 - 314
  • [10] Text Coherence Analysis based on Misspelling Oblivious Word Embeddings and Deep Neural Network
    Wadud, Md Anwar Hussen
    Rakib, Md Rashadul Hasan
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (01) : 194 - 203
12345