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2004.12331
Cited By
Neural Topic Modeling with Bidirectional Adversarial Training
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
26 April 2020
Rui Wang
Xuemeng Hu
Deyu Zhou
Yulan He
Yuxuan Xiong
Chencheng Ye
Haiyang Xu
AAML
OOD
BDL
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Papers citing
"Neural Topic Modeling with Bidirectional Adversarial Training"
34 / 34 papers shown
Toward Purpose-oriented Topic Model Evaluation enabled by Large Language Models
Zhiyin Tan
Jennifer D'Souza
ELM
102
1
0
08 Sep 2025
Evaluating Negative Sampling Approaches for Neural Topic Models
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2024
Suman Adhya
Avishek Lahiri
Debarshi Kumar Sanyal
Partha Pratim Das
BDL
564
2
0
23 Mar 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation
Italian Research Conference on Digital Library Management Systems (RDLMS), 2025
Zhiyin Tan
Jennifer D'Souza
ELM
270
2
0
11 Feb 2025
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Mayank Nagda
Phil Ostheimer
Sophie Fellenz
701
0
0
22 Oct 2024
Text Classification using Graph Convolutional Networks: A Comprehensive Survey
ACM Computing Surveys (ACM CSUR), 2024
Syed Mustafa Haider Rizvi
Ramsha Imran
Arif Mahmood
GNN
OOD
FaML
207
10
0
12 Oct 2024
TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection
Jiamin Luo
Jingjing Wang
Guodong Zhou
268
1
0
04 Mar 2024
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification
Zihan Wang
Peiyi Wang
Houfeng Wang
367
3
0
29 Feb 2024
COMPASS: Computational Mapping of Patient-Therapist Alliance Strategies with Language Modeling
Baihan Lin
Djallel Bouneffouf
Yulia Landa
Rachel Jespersen
Cheryl Corcoran
Guillermo Cecchi
363
9
0
22 Feb 2024
Topic Modeling as Multi-Objective Contrastive Optimization
International Conference on Learning Representations (ICLR), 2024
Thong Nguyen
Xiaobao Wu
Xinshuai Dong
Cong-Duy Nguyen
See-Kiong Ng
Anh Tuan Luu
332
10
0
12 Feb 2024
A Survey on Neural Topic Models: Methods, Applications, and Challenges
Artificial Intelligence Review (Artif Intell Rev), 2024
Xiaobao Wu
Thong Nguyen
Anh Tuan Luu
BDL
203
79
0
27 Jan 2024
What are Public Concerns about ChatGPT? A Novel Self-Supervised Neural Topic Model Tells You
Rui Wang
Xing Liu
Yanan Wang
Haiping Huang
LLMAG
AI4MH
325
0
0
04 Sep 2023
Graph Contrastive Topic Model
Expert systems with applications (ESWA), 2023
Zheheng Luo
Lei Liu
Qianqian Xie
Sophia Ananiadou
193
7
0
05 Jul 2023
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Weijie Xu
Xiaoyu Jiang
Srinivasan H. Sengamedu
Francis Iannacci
Jinjin Zhao
OT
BDL
268
27
0
03 Jul 2023
Shuffle & Divide: Contrastive Learning for Long Text
International Conference on Pattern Recognition (ICPR), 2022
Joonseok Lee
Seongho Joe
Kyoungwon Park
Bogun Kim
Ho. Kang
Jaeseon Park
Youngjune Gwon
114
2
0
19 Apr 2023
Improving Contextualized Topic Models with Negative Sampling
ICON (ICON), 2023
Suman Adhya
Avishek Lahiri
Debarshi Kumar Sanyal
Partha Pratim Das
226
13
0
27 Mar 2023
TherapyView: Visualizing Therapy Sessions with Temporal Topic Modeling and AI-Generated Arts
Baihan Lin
Stefan Zecevic
Djallel Bouneffouf
Guillermo Cecchi
DiffM
232
6
0
21 Feb 2023
Socially Enhanced Situation Awareness from Microblogs using Artificial Intelligence: A Survey
ACM Computing Surveys (ACM CSUR), 2022
Rabindra Lamsal
Aaron Harwood
M. Read
271
27
0
13 Sep 2022
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Baihan Lin
Guillermo Cecchi
Djallel Bouneffouf
OffRL
283
13
0
27 Aug 2022
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Wei Shao
Lei Huang
Shuqi Liu
Shihua Ma
Linqi Song
BDL
122
3
0
16 Jun 2022
Neural Topic Modeling of Psychotherapy Sessions
Baihan Lin
Djallel Bouneffouf
Guillermo Cecchi
Ravi Tejwani
BDL
310
21
0
13 Apr 2022
Neural Topic Modeling with Deep Mutual Information Estimation
Big Data Research (BDR), 2022
Kang Xu
Xiaona Lu
Yuan-Fang Li
Tongtong Wu
Guilin Qi
Ning Ye
D. Wang
Zheng-Wei Zhou
210
13
0
12 Mar 2022
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations
The Web Conference (WWW), 2022
Yu Meng
Yunyi Zhang
Jiaxin Huang
Yu Zhang
Jiawei Han
178
69
0
09 Feb 2022
PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation
International Conference on Computational Linguistics (COLING), 2022
Juncheng Wan
Jian Yang
Shuming Ma
Dongdong Zhang
Weinan Zhang
Yong Yu
Zhoujun Li
SILM
AAML
235
5
0
06 Jan 2022
Topic Driven Adaptive Network for Cross-Domain Sentiment Classification
Information Processing & Management (IPM), 2021
Yicheng Zhu
Yiqiao Qiu
Qingyuan Wu
Fu Lee Wang
Yanghui Rao
254
17
0
28 Nov 2021
Contrastive Learning for Neural Topic Model
Neural Information Processing Systems (NeurIPS), 2021
Thong Nguyen
Anh Tuan Luu
239
75
0
25 Oct 2021
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
410
163
0
05 Jul 2021
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network
International Conference on Machine Learning (ICML), 2021
Zhibin Duan
Dongsheng Wang
Bo Chen
Chaojie Wang
Wenchao Chen
Yewen Li
Jie Ren
Mingyuan Zhou
BDL
244
46
0
30 Jun 2021
Topic Modelling Meets Deep Neural Networks: A Survey
International Joint Conference on Artificial Intelligence (IJCAI), 2021
He Zhao
Dinh Q. Phung
Viet Huynh
Yuan Jin
Lan Du
Wray Buntine
BDL
156
157
0
28 Feb 2021
Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Runcong Zhao
Lin Gui
Gabriele Pergola
Yulan He
806
2
0
25 Jan 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Madhur Panwar
Shashank Shailabh
Milan Aggarwal
Balaji Krishnamurthy
267
29
0
02 Dec 2020
Self-supervised Document Clustering Based on BERT with Data Augment
Haoxiang Shi
Cen Wang
SSL
224
10
0
17 Nov 2020
Improving Neural Topic Models using Knowledge Distillation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Alexander Miserlis Hoyle
Pranav Goel
Philip Resnik
218
55
0
05 Oct 2020
Neural Topic Modeling by Incorporating Document Relationship Graph
Deyu Zhou
Xuemeng Hu
Rui Wang
171
28
0
29 Sep 2020
Neural Topic Modeling with Cycle-Consistent Adversarial Training
Xuemeng Hu
Rui Wang
Deyu Zhou
Yuxuan Xiong
GAN
BDL
OOD
MedIm
138
36
0
29 Sep 2020
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