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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
M. Sirer
Jane X. Wang
Daniel Ernesto Acuna
Konrad Paul Kording
L. A. N. Amaral
ArXiv (abs)PDFHTML

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

15 / 15 papers shown
Title
Modeling citation worthiness by using attention-based bidirectional long
  short-term memory networks and interpretable models
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
"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
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
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
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
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
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
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
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
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
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
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
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
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
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
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