Coherence-Aware Neural Topic Modeling

7 September 2018

Papers citing "Coherence-Aware Neural Topic Modeling"

9 / 9 papers shown

Title
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 67 0 0 11 Feb 2025
FATRER: Full-Attention Topic Regularizer for Accurate and Robust Conversational Emotion Recognition Yuzhao Mao Di Lu Xiaojie Wang Yang Zhang 27 1 0 23 Jul 2023
You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis Josip Jukić Iva Vukojević Jan vSnajder 30 4 0 01 Feb 2023
ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds Tommaso Fornaciari Dirk Hovy Federico Bianchi 22 1 0 26 Oct 2022
Contrastive Learning for Neural Topic Model Thong Nguyen A. Luu 26 56 0 25 Oct 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen A. Luu Truc Lu Tho Quan 35 34 0 22 Sep 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 41 128 0 05 Jul 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling Madhur Panwar Shashank Shailabh Milan Aggarwal Balaji Krishnamurthy 23 24 0 02 Dec 2020
Classification Aware Neural Topic Model and its Application on a New COVID-19 Disinformation Corpus Xingyi Song Johann Petrak Ye Jiang Iknoor Singh Diana Maynard Kalina Bontcheva 10 19 0 05 Jun 2020