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1
A White-Box Sociolinguistic Model for Gender Detection
In: Applied Sciences; Volume 12; Issue 5; Pages: 2676 (2022)
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2
Detection of Hate Speech Spreaders using Convolutional Neural Networks
Siino Marco, Di Nuovo Elisa, Ilenia Tinnirello, Marco La Cascia. - : CEUR, 2021. : country:DEU, 2021. : place:Aachen, 2021
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3
Detection of Hate Speech Spreaders using convolutional neural networks
Siino M.; Di Nuovo E.; Tinnirello I.. - : CEUR-WS, 2021
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4
Native language identification of fluent and advanced non-native writers
In: 19 ; 4 ; 1 (2020)
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5
Fine-Grained Analysis of Language Varieties and Demographics
Rangel, Francisco; Rosso, Paolo; Zaghouani, Wajdi. - : Cambridge University Press, 2020
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6
User Modeling in Social Media: Gender and Age Detection ...
Daneshvar, Saman. - : Université d'Ottawa / University of Ottawa, 2019
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7
DEVELOPMENT OF A MACHINE LEARNING ALGORITHM TO PREDICT AUTHOR'S AGE FROM TEXT ...
Asogwa D.C; Anigbogu S.O; Anigbogu G.N. - : Zenodo, 2019
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DEVELOPMENT OF A MACHINE LEARNING ALGORITHM TO PREDICT AUTHOR'S AGE FROM TEXT ...
Asogwa D.C; Anigbogu S.O; Anigbogu G.N. - : Zenodo, 2019
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9
Caracterização autoral a partir de textos utilizando redes neurais artificiais ; Author Profiling from texts using artificial neural networks
Dias, Rafael Felipe Sandroni. - : Biblioteca Digital de Teses e Dissertações da USP, 2019. : Universidade de São Paulo, 2019. : Escola de Artes, Ciências e Humanidades, 2019
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10
User Modeling in Social Media: Gender and Age Detection
Daneshvar, Saman. - : Université d'Ottawa / University of Ottawa, 2019
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11
Detección de género en Twitter basado en características multimodales
Esteve Casademunt, Marcos. - : Universitat Politècnica de València, 2019
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12
A survey on author profiling, deception, and irony detection for the Arabic language
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13
A Low Dimensionality Representation for Language Variety Identification
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14
Overview of PAN 2018. Author identification, author profiling, and author obfuscation
Potthast, Martin; Tschuggnall, Michael; Stein, Benno. - : Springer-Verlag, 2018
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15
A survey on author profiling, deception, and irony detection for the Arabic language
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16
"Is There Choice in Non-Native Voice?" Linguistic Feature Engineering and a Variationist Perspective in Automatic Native Language Identification ...
Bich, Serhiy. - : Universität Tübingen, 2017
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17
Feature engineering for author profiling and identification: on the relevance of syntax and discourse
Soler Company, Juan. - : Universitat Pompeu Fabra, 2017
In: TDX (Tesis Doctorals en Xarxa) (2017)
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18
"Is There Choice in Non-Native Voice?" Linguistic Feature Engineering and a Variationist Perspective in Automatic Native Language Identification
Bich, Serhiy. - : Universität Tübingen, 2017
Abstract: Is it possible to infer the native language of an author from a non-native text? Can we perform this task fully automatically? The interest in answers to these questions led to the emergence of a research field called Native Language Identification (NLI) in the first decade of this century. The requirement to automatically identify a particular property based on some language data situates the task in the intersection between computer science and linguistics, or in the context of computational linguistics, which combines both disciplines. This thesis targets several relevant research questions in the context of NLI. In particular, what is the role of surface features and more abstract linguistic cues? How to combine different sets of features, and how to optimize the resulting large models? Do the findings generalize across different data sets? Can we benefit from considering the task in the light of the language variation theory? In order to approach these questions, we conduct a range of quantitative and qualitative explorations, employing different machine learning techniques. We show how linguistic insight can advance technology, and how technology can advance linguistic insight, constituting a fruitful and promising interplay.
Keyword: 400; Author Profiling; Automatische Klassifikation; Automatische Muttersprachenerkennung; Computerlinguistik; Fremdsprachenlernen; Identifikation; Native Language Identification; NLI; Second Language Acquisition; Text Classification; Textklassifikation; Variationist Sociolinguistics; Variationslinguistik; Zweitspracherwerb
URL: http://hdl.handle.net/10900/77443
http://nbn-resolving.de/urn:nbn:de:bsz:21-dspace-774435
https://doi.org/10.15496/publikation-18844
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19
Overview of PAN'17: Author Identification, Author Profiling, and Author Obfuscation
Potthast, Martin; Tschuggnall, Michael; Stein, Benno. - : Springer-Verlag, 2017
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20
Author Profiling in Social Media: The Impact of Emotions on Discourse Analysis
Rosso, Paolo; Rangel-Pardo, Francisco Manuel. - : Springer-Verlag, 2017
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