Topic Modeling as Multi-Objective Contrastive Optimization

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Topic Modeling as Multi-Objective Contrastive Optimization

International Conference on Learning Representations (ICLR), 2024

12 February 2024

Cong-Duy Nguyen

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

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Title
XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments T. Nguyen Vu Minh Ngo T. A. Nguyen Linh Van Ngo Duc Anh Nguyen Sang Dinh Trung Le 72 0 0 03 Oct 2025
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 238 5 0 09 Mar 2025
CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base Cong-Duy Nguyen Xiaobao Wu Duc Anh Vu Shuai Zhao Thong Nguyen Anh Tuan Luu 207 3 0 18 Feb 2025
Hierarchical Graph Topic Modeling with Topic Tree-based Transformer Delvin Ce Zhang Menglin Yang Xiaobao Wu Jiasheng Zhang Hady W. Lauw 352 0 0 17 Feb 2025
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic RegularizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Duy-Tung Pham Thien Trang Nguyen Vu T. Nguyen Linh Ngo Van Duc Anh Nguyen Thien Huu Nguyen 279 11 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 401 9 0 04 Jul 2024
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data PerspectivesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Thong Nguyen Yi Bin Junbin Xiao Leigang Qu Yicong Li Jay Zhangjie Wu Cong-Duy Nguyen See-Kiong Ng Luu Anh Tuan VLM 514 26 1 09 Jun 2024
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.2K 4,632 0 17 Jun 2020