Topic Modeling as Multi-Objective Contrastive Optimization

Topic Modeling as Multi-Objective Contrastive Optimization

12 February 2024

Cong-Duy Nguyen

See-Kiong Ng

Papers citing "Topic Modeling as Multi-Objective Contrastive Optimization"

9 / 9 papers shown

Title
TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems Khang H. N. Vo D. Q. Nguyen T. Nguyen Tho Quan 45 0 0 09 Mar 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
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 29 2 0 29 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 5 0 04 Jul 2024
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives Thong Nguyen Yi Bin Junbin Xiao Leigang Qu Yicong Li Jay Zhangjie Wu Cong-Duy Nguyen See-Kiong Ng Luu Anh Tuan VLM 51 9 1 09 Jun 2024
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding Yishi Xu Dongsheng Wang Bo Chen Ruiying Lu Zhibin Duan Mingyuan Zhou 41 20 0 16 Oct 2022
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim Seunghyun Park Jinkyu Kim Jaekoo Lee OOD SSL 62 264 0 20 Apr 2021
Controllable Pareto Multi-Task Learning Xi Lin Zhiyuan Yang Qingfu Zhang Sam Kwong MoE 77 73 0 13 Oct 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 239 31,257 0 16 Jan 2013