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A network approach to topic models

4 August 2017

Papers citing "A network approach to topic models"

21 / 21 papers shown

Title
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity Manuel D. S. Hopp Vincent Labatut Arthur Amalvy Richard Dufour Hannah Stone Hayley Jach Kou Murayama 15 0 0 06 Jun 2025
E-LDA: Toward Interpretable LDA Topic Models with Strong Guarantees in Logarithmic Parallel Time Adam Breuer 16 0 0 06 Jun 2025
Computational thematics: Comparing algorithms for clustering the genres of literary fiction Oleg Sobchuk A. Šeļa 37 8 0 18 May 2023
More Data Types More Problems: A Temporal Analysis of Complexity, Stability, and Sensitivity in Privacy Policies Juniper Lisa Lovato Philip Mueller Parisa Suchdev P. Dodds AILaw 18 5 0 17 Feb 2023
A Bayesian Nonparametric Stochastic Block Model for Directed Acyclic Graphs Clement D Lee Marco Battiston 73 0 0 18 Jan 2023
Topic Modelling of Swedish Newspaper Articles about Coronavirus: a Case Study using Latent Dirichlet Allocation Method Bernadeta Griciut.e Lifeng Han Goran Nenadic OOD 55 6 0 08 Jan 2023
Revealing Patient-Reported Experiences in Healthcare from Social Media using the DAPMAV Framework Curtis Murray Lewis Mitchell Simon Jonathan Tuke Mark Mackay 40 1 0 09 Oct 2022
Return migration of German-affiliated researchers: Analyzing departure and return by gender, cohort, and discipline using Scopus bibliometric data 1996-2020 Xinyi Zhao Samin Aref E. Zagheni G. Stecklov 44 9 0 15 Oct 2021
Multilayer Networks for Text Analysis with Multiple Data Types Charles C. Hyland Yuanming Tao Lamiae Azizi Martin Gerlach Tiago P. Peixoto E. Altmann 45 15 0 30 Jun 2021
Term-community-based topic detection with variable resolution Andreas Hamm Simon Odrowski BDL 98 6 0 25 Mar 2021
TeCoMiner: Topic Discovery Through Term Community Detection Andreas Hamm Jana Thelen Rasmus Beckmann Simon Odrowski 49 3 0 23 Mar 2021
Analysis and tuning of hierarchical topic models based on Renyi entropy approach S. Koltcov V. Ignatenko Maxim Terpilovskii Paolo Rosso 36 10 0 19 Jan 2021
A network approach to expertise retrieval based on path similarity and credit allocation Xiancheng Li Luca Verginer M. Riccaboni P. Panzarasa 46 4 0 29 Sep 2020
Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing Cuiyun Gao Jichuan Zeng Zhiyuan Wen David Lo Xin Xia Irwin King Michael R. Lyu 40 18 0 23 Aug 2020
Large Scale Subject Category Classification of Scholarly Papers with Deep Attentive Neural Networks Bharath Kandimalla Shaurya Rohatgi Jian Wu C. Lee Giles 74 33 0 27 Jul 2020
Symptom extraction from the narratives of personal experiences with COVID-19 on Reddit Curtis Murray Lewis Mitchell Simon Jonathan Tuke Mark Mackay 43 22 0 21 May 2020
Empirical Analysis of Zipf's Law, Power Law, and Lognormal Distributions in Medical Discharge Reports J. Quiroz L. Laranjo C. Tufanaru A. Kocaballi Dana Rezazadegan S. Berkovsky E. Coiera 50 1 0 30 Mar 2020
Community Detection in Bipartite Networks with Stochastic Blockmodels Tzu-Chi Yen D. Larremore 80 27 0 22 Jan 2020
The Power of Communities: A Text Classification Model with Automated Labeling Process Using Network Community Detection Minjun Kim Hiroki Sayama 41 2 0 25 Sep 2019
A Review of Stochastic Block Models and Extensions for Graph Clustering Clement Lee D. Wilkinson 92 203 0 01 Mar 2019
A new evaluation framework for topic modeling algorithms based on synthetic corpora Hanyu Shi Martin Gerlach Isabel Diersen Doug Downey L. A. N. Amaral 43 18 0 28 Jan 2019