Contextualized Topic Coherence Metrics

Contextualized Topic Coherence Metrics

23 May 2023

Jacob Louis Hoover

Camélia Constantin

Papers citing "Contextualized Topic Coherence Metrics"

12 / 12 papers shown

Title
Contextual Embedding-based Clustering to Identify Topics for Healthcare Service Improvement K. M. S. Islam Ravi Teja Karri Srujan Vegesna Jiawei Wu Praveen Madiraju 17 0 0 18 Apr 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 63 0 0 11 Feb 2025
PROMPTHEUS: A Human-Centered Pipeline to Streamline SLRs with LLMs João Pedro Fernandes Torres Catherine Mulligan Joaquim A. Jorge Catarina Moreira 19 2 0 21 Oct 2024
CAST: Corpus-Aware Self-similarity Enhanced Topic modelling Yanan Ma Chenghao Xiao Chenhan Yuan Sabine N van der Veer Lamiece Hassan Chenghua Lin Goran Nenadic 23 0 0 19 Oct 2024
Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity Sujay R Suki Perumal Yash Nagraj Anushka Ghei Srinivas K S 20 0 0 23 Aug 2024
Unveiling the Potential of BERTopic for Multilingual Fake News Analysis -- Use Case: Covid-19 Karla Schäfer Jeong-Eun Choi Inna Vogel Martin Steinebach 20 1 0 11 Jul 2024
$S^3$ -- Semantic Signal Separation Márton Kardos Jan Kostkan Arnault-Quentin Vermillet Kristoffer Laigaard Nielbo K. Enevoldsen Roberta Rocca 31 0 0 13 Jun 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
Revisiting Automated Topic Model Evaluation with Large Language Models Dominik Stammbach Vilém Zouhar Alexander Miserlis Hoyle Mrinmaya Sachan Elliott Ash ELM ALM 19 4 0 20 May 2023
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann BDL AI4TS 25 6 0 03 Feb 2023
Topic Modeling with Contextualized Word Representation Clusters Laure Thompson David M. Mimno 94 82 0 23 Oct 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013