Context Reinforced Neural Topic Modeling over Short Texts

Context Reinforced Neural Topic Modeling over Short Texts

11 August 2020

Haoran Xie

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Papers citing "Context Reinforced Neural Topic Modeling over Short Texts"

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Title
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs Cheng Wang Kevin Chen-Chuan Chang 164 2 0 04 Oct 2024
Topic model based on co-occurrence word networks for unbalanced short text datasets Chengjie Ma Junping Du M. Liang Zeli Guan 34 0 0 05 Nov 2023
Let the Pretrained Language Models "Imagine" for Short Texts Topic Modeling Cheng Wang Jie Huang Kevin Chen-Chuan Chang 94 1 0 24 Oct 2023
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann BDL AI4TS 199 7 0 03 Feb 2023
Are Neural Topic Models Broken? Alexander Miserlis Hoyle Pranav Goel Rupak Sarkar Philip Resnik 90 17 0 28 Oct 2022
A Rare Topic Discovery Model for Short Texts Based on Co-occurrence word Network Chengjie Ma Junping Du Yingxia Shao Ang Li Zeli Guan 91 0 0 30 Jun 2022
Text characterization based on recurrence networks Bárbara C. e Souza F. N. Silva Henrique F. de Arruda Giovana D. da Silva L. D. F. Costa D. R. Amancio AI4CE 89 9 0 17 Jan 2022
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amilcar Soares Franccois Théberge 74 6 0 13 Dec 2021
Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence Alexander Miserlis Hoyle Pranav Goel Denis Peskov Andrew Hian-Cheong Jordan L. Boyd-Graber Philip Resnik 238 142 0 05 Jul 2021
Topic Modelling Meets Deep Neural Networks: A Survey He Zhao Dinh Q. Phung Viet Huynh Yuan Jin Lan Du Wray Buntine BDL 87 148 0 28 Feb 2021