Contrastive Learning for Neural Topic Model

25 October 2021

Papers citing "Contrastive Learning for Neural Topic Model"

18 / 18 papers shown

Title
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 142 0 0 23 Mar 2025
GloCOM: A Short Text Neural Topic Model via Global Clustering Context Quang Nguyen Tung Nguyen Duc Anh Nguyen Linh Ngo Van Sang Dinh Truong Nguyen 124 0 0 30 Nov 2024
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray Buntine Lan Du ALM ELM 112 2 0 13 Jun 2024
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen Anh Tuan Luu Truc Lu Tho Quan 39 34 0 22 Sep 2021
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding Bo Sun Banghuai Li Shengcai Cai Ye Yuan Chi Zhang 92 371 0 10 Mar 2021
How Pandemic Spread in News: Text Analysis Using Topic Model Minghao Wang Paolo Mengoni 9 11 0 05 Feb 2021
Contrastive learning of global and local features for medical image segmentation with limited annotations K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 61 551 0 18 Jun 2020
Contrastive Multi-View Representation Learning on Graphs Kaveh Hassani Amir Hosein Khas Ahmadi SSL 197 1,292 0 10 Jun 2020
What Makes for Good Views for Contrastive Learning? Yonglong Tian Chen Sun Ben Poole Dilip Krishnan Cordelia Schmid Phillip Isola SSL 75 1,313 0 20 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 120 4,505 0 23 Apr 2020
Capturing Greater Context for Question Generation Anh Tuan Luu Darsh J. Shah Regina Barzilay RALM 43 70 0 22 Oct 2019
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization Fan-Yun Sun Jordan Hoffmann Vikas Verma Jian Tang SSL 138 852 0 31 Jul 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 131 2,385 0 13 Jun 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 157 1,463 0 03 Jun 2019
Graph Matching Networks for Learning the Similarity of Graph Structured Objects Yujia Li Chenjie Gu T. Dullien Oriol Vinyals Pushmeet Kohli 92 521 0 29 Apr 2019
Autoencoding Variational Inference For Topic Models Akash Srivastava Charles Sutton BDL DRL 88 558 0 04 Mar 2017
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 168 2,814 0 26 Sep 2016
A Survey on Multi-view Learning Chang Xu Dacheng Tao Chao Xu AI4TS 62 1,123 0 20 Apr 2013