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Martin Gerlach
Martin Gerlach
Senior Research Scientist, Wikimedia Foundation
Verified email at wikimedia.org - Homepage
Title
Cited by
Cited by
Year
A network approach to topic models
M Gerlach, TP Peixoto, EG Altmann
Science Advances 4 (7), eaaq1360, 2018
1972018
Large-scale investigation of the reasons why potentially important genes are ignored
T Stoeger, M Gerlach, RI Morimoto, A LAN
PLOS Biology 16, e2006643, 2018
1892018
Stochastic model for the vocabulary growth in natural languages
M Gerlach, EG Altmann
Physical Review X 3 (2), 021006, 2013
1612013
A robust data-driven approach identifies four personality types across four large data sets
M Gerlach, B Farb, W Revelle, LAN Amaral
Nature Human Behaviour, 2018
1582018
Is this scaling nonlinear?
JC Leitao, JM Miotto, M Gerlach, EG Altmann
Royal Society Open Science 3, 150649, 2016
1222016
Statistical laws in linguistics
EG Altmann, M Gerlach
Creativity and Universality in Language, 7-26, 2016
992016
Scaling laws and fluctuations in the statistics of word frequencies
M Gerlach, EG Altmann
New Journal of Physics 16 (11), 113010, 2014
702014
A standardized Project Gutenberg corpus for statistical analysis of natural language and quantitative linguistics
M Gerlach, F Font-Clos
Entropy 22 (1), 126, 2020
552020
Extracting information from S-curves of language change
F Ghanbarnejad, M Gerlach, JM Miotto, EG Altmann
Journal of the Royal Society Interface 11 (101), 20141044-20141044, 2014
542014
Testing Statistical Laws in Complex Systems
M Gerlach, EG Altmann
Physical Review Letters 122, 168301, 2019
502019
Using text analysis to quantify the similarity and evolution of scientific disciplines
L Dias, M Gerlach, J Scharloth, EG Altmann
Royal Society open science 5 (1), 171545, 2018
502018
Similarity of symbol frequency distributions with heavy tails
M Gerlach, F Font-Clos, EG Altmann
Physical Review X 6 (2), 021009, 2016
392016
A universal information theoretic approach to the identification of stopwords
M Gerlach, H Shi, LAN Amaral
Nature Machine Intelligence, 2019
362019
Generalized Entropies and the Similarity of Texts
EG Altmann, L Dias, M Gerlach
Journal of Statistical Mechanics 2017, 014002, 2016
262016
A Taxonomy of Knowledge Gaps for Wikimedia Projects (Second Draft)
M Redi, M Gerlach, I Johnson, J Morgan, L Zia
arXiv preprint arXiv:2008.12314, 2020
23*2020
A new evaluation framework for topic modeling algorithms based on synthetic corpora
H Shi, M Gerlach, I Diersen, D Downey, LAN Amaral
Proceedings of the 22nd International Conference on Artificial Intelligence …, 2019
182019
Large-scale analysis of micro-level citation patterns reveals nuanced selection criteria
Poncela-Casasnovas, M Gerlach, N Aguirre, LAN Amaral
Nature Human Behaviour, 2019
122019
Multilayer networks for text analysis with multiple data types
CC Hyland, Y Tao, L Azizi, M Gerlach, TP Peixoto, EG Altmann
EPJ Data Science 10 (1), 33, 2021
112021
Language-agnostic Topic Classification for Wikipedia
I Johnson, M Gerlach, D Saez-Trumper
Companion Proceedings of the Web Conference 2021, 594-601, 2021
112021
Wikipedia Reader Navigation: When Synthetic Data Is Enough
A Arora, M Gerlach, T Piccardi, A García-Durán, R West
arXiv preprint arXiv:2201.00812, 2022
62022
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