Contrastive Learning for Neural Topic Model

25 October 2021

Papers citing "Contrastive Learning for Neural Topic Model"

9 / 9 papers shown

Title
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 45 0 0 23 Mar 2025
GloCOM: A Short Text Neural Topic Model via Global Clustering Context Quang Duc Nguyen Tung Nguyen Duc Anh Nguyen L. Van Sang Dinh T. Nguyen 66 0 0 30 Nov 2024
Topic-aware Causal Intervention for Counterfactual Detection Thong Nguyen Truc-My Nguyen 26 1 0 25 Sep 2024
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray L. Buntine Lan Du ALM ELM 66 2 0 13 Jun 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 35 2 0 30 May 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 26 19 0 30 Mar 2024
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 19 1 0 24 Jul 2023
Graph Contrastive Topic Model Zheheng Luo Lei Liu Qianqian Xie Sophia Ananiadou 16 2 0 05 Jul 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