A high-reproducibility and high-accuracy method for automated topic
classification

A high-reproducibility and high-accuracy method for automated topic classification

3 February 2014

Andrea Lancichinetti

Daniel Ernesto Acuna

Konrad Paul Kording

L. A. N. Amaral

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Papers citing "A high-reproducibility and high-accuracy method for automated topic classification"

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Title
Modeling citation worthiness by using attention-based bidirectional long short-term memory networks and interpretable models Tong Zeng Daniel Ernesto Acuna 54 13 0 20 May 2024
"More Than Words": Linking Music Preferences and Moral Values Through Lyrics Vjosa Preniqi Kyriaki Kalimeri C. Saitis 54 8 0 02 Sep 2022
Multilayer Networks for Text Analysis with Multiple Data Types Charles C. Hyland Yuanming Tao Lamiae Azizi Martin Gerlach Tiago P. Peixoto E. Altmann 47 15 0 30 Jun 2021
Term-community-based topic detection with variable resolution Andreas Hamm Simon Odrowski BDL 108 6 0 25 Mar 2021
TeCoMiner: Topic Discovery Through Term Community Detection Andreas Hamm Jana Thelen Rasmus Beckmann Simon Odrowski 57 3 0 23 Mar 2021
Topic Modeling with Contextualized Word Representation Clusters Laure Thompson David M. Mimno 166 86 0 23 Oct 2020
Improved clustering algorithms for the Bipartite Stochastic Block Model M. Ndaoud Suzanne Sigalla Alexandre B. Tsybakov 71 20 0 18 Nov 2019
The Power of Communities: A Text Classification Model with Automated Labeling Process Using Network Community Detection Minjun Kim Hiroki Sayama 56 2 0 25 Sep 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 53 18 0 28 Jan 2019
From Free Text to Clusters of Content in Health Records: An Unsupervised Graph Partitioning Approach M. Altuncu Erik Mayer S. Yaliraki Mauricio Barahona 41 31 0 14 Nov 2018
Content-driven, unsupervised clustering of news articles through multiscale graph partitioning M. Altuncu S. Yaliraki Mauricio Barahona 36 9 0 03 Aug 2018
From Text to Topics in Healthcare Records: An Unsupervised Graph Partitioning Methodology M. Altuncu Erik Mayer S. Yaliraki Mauricio Barahona 28 2 0 07 Jul 2018
POISED: Spotting Twitter Spam Off the Beaten Paths Shirin Nilizadeh François Labrèche Alireza Sedighian Ali Zand José M. Fernandez Christopher Krügel Gianluca Stringhini Giovanni Vigna 48 54 0 29 Aug 2017
A network approach to topic models Martin Gerlach Tiago P. Peixoto E. Altmann BDL 98 217 0 04 Aug 2017
Topic segmentation via community detection in complex networks Henrique F. de Arruda L. D. F. Costa D. R. Amancio 63 34 0 04 Dec 2015