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Context Reinforced Neural Topic Modeling over Short Texts

Context Reinforced Neural Topic Modeling over Short Texts

Information Sciences (Inf. Sci.), 2020
11 August 2020
Jiachun Feng
Zusheng Zhang
Chengzhuo Ding
Yanghui Rao
Haoran Xie
    BDL
ArXiv (abs)PDFHTML

Papers citing "Context Reinforced Neural Topic Modeling over Short Texts"

10 / 10 papers shown
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion
  and Prefix-Tuned VAEs
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Cheng Wang
Kevin Chen-Chuan Chang
329
6
0
04 Oct 2024
Topic model based on co-occurrence word networks for unbalanced short
  text datasets
Topic model based on co-occurrence word networks for unbalanced short text datasets
Chengjie Ma
Junping Du
M. Liang
Zeli Guan
156
0
0
05 Nov 2023
Let the Pretrained Language Models "Imagine" for Short Texts Topic
  Modeling
Let the Pretrained Language Models "Imagine" for Short Texts Topic Modeling
Cheng Wang
Jie Huang
Kevin Chen-Chuan Chang
253
1
0
24 Oct 2023
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics
Hamed Rahimi
Hubert Naacke
Camélia Constantin
B. Amann
BDLAI4TS
495
8
0
03 Feb 2023
Are Neural Topic Models Broken?
Are Neural Topic Models Broken?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Alexander Miserlis Hoyle
Pranav Goel
Rupak Sarkar
Philip Resnik
232
18
0
28 Oct 2022
A Rare Topic Discovery Model for Short Texts Based on Co-occurrence word
  Network
A Rare Topic Discovery Model for Short Texts Based on Co-occurrence word Network
Chengjie Ma
Junping Du
Yingxia Shao
Ang Li
Zeli Guan
248
0
0
30 Jun 2022
Text characterization based on recurrence networks
Text characterization based on recurrence networksInformation Sciences (Inf. Sci.), 2022
Bárbara C. e Souza
F. N. Silva
Henrique F. de Arruda
Giovana D. da Silva
L. D. F. Costa
D. R. Amancio
AI4CE
176
10
0
17 Jan 2022
Survey of Generative Methods for Social Media Analysis
Survey of Generative Methods for Social Media Analysis
Stan Matwin
Aristides Milios
P. Prałat
Amilcar Soares
Franccois Théberge
190
8
0
13 Dec 2021
Is Automated Topic Model Evaluation Broken?: The Incoherence of
  Coherence
Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence
Alexander Miserlis Hoyle
Pranav Goel
Denis Peskov
Andrew Hian-Cheong
Jordan L. Boyd-Graber
Philip Resnik
508
176
0
05 Jul 2021
Topic Modelling Meets Deep Neural Networks: A Survey
Topic Modelling Meets Deep Neural Networks: A SurveyInternational Joint Conference on Artificial Intelligence (IJCAI), 2021
He Zhao
Dinh Q. Phung
Viet Huynh
Yuan Jin
Lan Du
Wray Buntine
BDL
239
163
0
28 Feb 2021
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