InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling

7 April 2023

Papers citing "InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling"

20 / 20 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 72 1 0 05 May 2025
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer Delvin Ce Zhang Menglin Yang Xiaobao Wu Jiasheng Zhang Hady W. Lauw 48 0 0 17 Feb 2025
Are LLMs Good Zero-Shot Fallacy Classifiers? Fengjun Pan Xiaobao Wu Zongrui Li Anh Tuan Luu LRM 40 9 0 19 Oct 2024
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization Duy-Tung Pham Thien Trang Nguyen Vu T. Nguyen L. Van Duc Anh Nguyen Thien Huu Nguyen 37 2 0 29 Sep 2024
Topic-aware Causal Intervention for Counterfactual Detection Thong Nguyen Truc-My Nguyen 28 1 0 25 Sep 2024
Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning Thong Nguyen Yi Bin Xiaobao Wu Xinshuai Dong Zhiyuan Hu Khoi M. Le Cong-Duy Nguyen See-Kiong Ng Luu Anh Tuan 39 6 0 04 Jul 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
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm Xiaobao Wu Thong Nguyen Delvin Ce Zhang William Yang Wang A. Luu 39 4 0 28 May 2024
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion Xiaobao Wu Xinshuai Dong Liangming Pan Thong Nguyen A. Luu 56 13 0 28 May 2024
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning Cong-Duy Nguyen Thong Nguyen Xiaobao Wu A. Luu 43 10 0 26 Mar 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
A Survey on Neural Topic Models: Methods, Applications, and Challenges Xiaobao Wu Thong Nguyen A. Luu BDL 28 34 0 27 Jan 2024
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling Xiaobao Wu Fengjun Pan Thong Nguyen Yichao Feng Chaoqun Liu Cong-Duy Nguyen A. Luu 30 21 0 25 Jan 2024
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification Jiaqing Zhang Jie Lei Weiying Xie Geng Yang Daixun Li Yunsong Li 32 12 0 06 Jan 2024
Towards the TopMost: A Topic Modeling System Toolkit Xiaobao Wu Fengjun Pan A. Luu 31 14 0 13 Sep 2023
Effective Neural Topic Modeling with Embedding Clustering Regularization Xiaobao Wu Xinshuai Dong Thong Nguyen A. Luu BDL 18 34 0 07 Jun 2023
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 37 8 0 22 May 2023
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 217 165 0 18 Oct 2019
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 183 1,635 0 11 Oct 2017
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 269 31,267 0 16 Jan 2013