Relational Biterm Topic Model: Short-Text Topic Modeling using Word Embeddings

被引：0
|
作者：
Li, Ximing [1 ,2 ]
Zhang, Ang [1 ,2 ]
Li, Changchun [1 ,2 ]
Guo, Lantian [3 ]
Wang, Wenting [2 ,4 ]
Ouyang, Jihong [1 ,2 ]
机构：
[1] College of Computer Science and Technology, Jilin University, Jilin, China
[2] Key Laboratory of Symbolic Computation and Knowledge Engineering, Ministry of Education, Jilin University, Jilin, China
[3] School of Automation, Northwestern Polytechnical University, Shaanxi, China
[4] College of Mathematics, Jilin University, Jilin, China
来源：
Computer Journal | 2019年 / 62卷 / 03期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：359 / 372
相关论文
共 50 条
  • [21] Topic Modeling over Short Texts by Incorporating Word Embeddings
    Qiang, Jipeng
    Chen, Ping
    Wang, Tong
    Wu, Xindong
    ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PAKDD 2017, PT II, 2017, 10235 : 363 - 374
  • [22] Short Text Topic Modeling with Flexible Word Patterns
    Wu, Xiaobao
    Li, Chunping
    2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
  • [23] Query Recommendation Using Topic Modeling and Word Embeddings
    Duan, Jianyong
    Song, Yadi
    Zhang, Yongmei
    Wu, Mingli
    Wang, Hao
    2018 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND PATTERN RECOGNITION (AIPR 2018), 2018, : 86 - 92
  • [24] A Large-scale Text Analysis with Word Embeddings and Topic Modeling
    Choi, Won-Joon
    Kim, Euhee
    JOURNAL OF COGNITIVE SCIENCE, 2019, 20 (01) : 147 - 187
  • [25] A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings
    Hu, Weihua
    Tsujii, Jun'ichi
    PROCEEDINGS OF THE 54TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2016), VOL 2, 2016, : 380 - 386
  • [26] Online Biterm Topic Model based short text stream classification using short text expansion and concept drifting detection
    Hu, Xuegang
    Wang, Haiyan
    Li, Peipei
    PATTERN RECOGNITION LETTERS, 2018, 116 : 187 - 194
  • [27] Nonparametric Spherical Topic Modeling with Word Embeddings
    Batmanghelich, Nematollah Kayhan
    Saeedi, Ardavan
    Narasimhan, Karthik R.
    Gershman, Samuel J.
    PROCEEDINGS OF THE 54TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2016), VOL 2, 2016, : 537 - 542
  • [28] Incorporating Biterm Correlation Knowledge into Topic Modeling for Short Texts
    Zhang, Kai
    Zhou, Yuan
    Chen, Zheng
    Liu, Yufei
    Tang, Zhuo
    Yin, Li
    Chen, Jihong
    COMPUTER JOURNAL, 2022, 65 (03): : 537 - 553
  • [29] Enhancing Big Social Media Data Quality for Use in Short-Text Topic Modeling
    Murshed, Belal Abdullah Hezam
    Abawajy, Jemal
    Mallappa, Suresha
    Saif, Mufeed Ahmed Naji
    Al-Ghuribi, Sumaia Mohammed
    Ghanem, Fahd A.
    IEEE ACCESS, 2022, 10 : 105328 - 105351
  • [30] A Method of Short Text Representation Fusion with Weighted Word Embeddings and Extended Topic Information
    Liu, Wenfu
    Pang, Jianmin
    Du, Qiming
    Li, Nan
    Yang, Shudan
    SENSORS, 2022, 22 (03)
12345