Effective Neural Topic Modeling with Embedding Clustering Regularization

Effective Neural Topic Modeling with Embedding Clustering Regularization

7 June 2023

Papers citing "Effective Neural Topic Modeling with Embedding Clustering Regularization"

10 / 10 papers shown

Title
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 76 2 0 05 May 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 67 0 0 11 Feb 2025
GloCOM: A Short Text Neural Topic Model via Global Clustering Context Quang Nguyen Tung Nguyen Duc Anh Nguyen Linh Ngo Van Sang Dinh Truong Nguyen 76 0 0 30 Nov 2024
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors Mayank Nagda Phil Ostheimer Sophie Fellenz 51 0 0 22 Oct 2024
Topic-aware Causal Intervention for Counterfactual Detection Thong Nguyen Truc-My Nguyen 31 1 0 25 Sep 2024
Encoding and Controlling Global Semantics for Long-form Video Question Answering Thong Nguyen Zhiyuan Hu Xiaobao Wu Cong-Duy Nguyen See-Kiong Ng A. Luu 43 3 0 30 May 2024
GINopic: Topic Modeling with Graph Isomorphism Network Suman Adhya Debarshi Kumar Sanyal 39 4 0 02 Apr 2024
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction Thong Nguyen Xiaobao Wu Xinshuai Dong A. Luu Cong-Duy Nguyen Zhen Hai Lidong Bing 49 8 0 22 May 2023
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling Xiaobao Wu Xinshuai Dong Thong Nguyen Chaoqun Liu Liangming Pan Anh Tuan Luu 36 23 0 07 Apr 2023
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding Yishi Xu Dongsheng Wang Bo Chen Ruiying Lu Zhibin Duan Mingyuan Zhou 48 21 0 16 Oct 2022