A Survey on Neural Topic Models: Methods, Applications, and Challenges

A Survey on Neural Topic Models: Methods, Applications, and Challenges

27 January 2024

Papers citing "A Survey on Neural Topic Models: Methods, Applications, and Challenges"

11 / 11 papers shown

Title
Automated Bug Report Prioritization in Large Open-Source Projects Riley Pierson Armin Moin 20 0 0 22 Apr 2025
Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation Yichao Feng Shuai Zhao Heng Chang Luwei Xiao Xiaobao Wu Anh Tuan Luu RALM 31 0 0 17 Apr 2025
Merging Embedded Topics with Optimal Transport for Online Topic Modeling on Data Streams Federica Granese Benjamin Navet Serena Villata Charles Bouveyron 24 0 0 10 Apr 2025
BERTDetect: A Neural Topic Modelling Approach for Android Malware Detection Nishavi Ranaweera Jiarui Xu Suranga Seneviratne Aruna Seneviratne 49 0 0 23 Mar 2025
Self-Supervised Learning for Neural Topic Models with Variance-Invariance-Covariance Regularization Weiran Xu Kengo Hirami Koji Eguchi BDL SSL 39 0 0 17 Feb 2025
pytopicgram: A library for data extraction and topic modeling from Telegram channels J. Gómez-Romero J. Cantón Correa R. Pérez Mercado F. Prados Abad M. Molina-Solana W. Fajardo 49 0 0 07 Feb 2025
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm Xiaobao Wu Thong Nguyen Delvin Ce Zhang William Yang Wang A. Luu 37 9 0 28 May 2024
Topic Modeling as Multi-Objective Contrastive Optimization Thong Nguyen Xiaobao Wu Xinshuai Dong Cong-Duy Nguyen See-Kiong Ng A. Luu 46 6 0 12 Feb 2024
Towards the TopMost: A Topic Modeling System Toolkit Xiaobao Wu Fengjun Pan A. Luu 31 14 0 13 Sep 2023
Topic Modeling with Contextualized Word Representation Clusters Laure Thompson David M. Mimno 110 83 0 23 Oct 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 242 31,257 0 16 Jan 2013