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Fake opinion detection: how similar are crowdsourced datasets to real data? [<Journal>]
Fornaciari, Tommaso [Verfasser]; Cagnina, Leticia [Verfasser]; Rosso, Paolo [Verfasser].
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2
Multilingual Irony Detection with Dependency Syntax and Neural Models
In: Proceedings of the 28th International Conference on Computational Linguistics ; 28th International Conference on Computational Linguistics (COLING 2020) ; https://hal.archives-ouvertes.fr/hal-03102480 ; 28th International Conference on Computational Linguistics (COLING 2020), Dec 2020, Barcelona (Online), Spain. pp.1346-1358 ; https://www.aclweb.org/anthology/2020.coling-main.116/ (2020)
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3
Irony Detection in a Multilingual Context
In: ECIR ; https://hal.archives-ouvertes.fr/hal-02889008 ; ECIR, Apr 2020, online, Portugal (2020)
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Irony Detection in a Multilingual Context ...
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5
LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis ...
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6
Classifier Combination Approach for Question Classification for Bengali Question Answering System ...
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Multilingual Irony Detection with Dependency Syntax and Neural Models ...
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Multilingual Irony Detection with Dependency Syntax and Neural Models ...
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9
Irony Detection in a Multilingual Context
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10
The Role of Personality and Linguistic Patterns in Discriminating Between Fake News Spreaders and Fact Checkers
In: Natural Language Processing and Information Systems (2020)
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11
Do Linguistic Features Help Deep Learning? The Case of Aggressiveness in Mexican Tweets
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12
Deep Fusion of Multiple Term-Similarity Measures For Biomedical Passage Retrieval
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13
A Twitter Political Corpus of the 2019 10N Spanish Election
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14
Do Linguistic Features Help Deep Learning? The Case of Aggressiveness in Mexican Tweets
Frenda, Simona; Banerjee, Somnath; Rosso, Paolo; Patti, Viviana. - : Instituto Politecnico Nacional/Centro de Investigacion en Computacion, 2020
Abstract: [EN] In the last years, the control of online user generated content is becoming a priority, because of the increase of online aggressiveness and hate speech legal cases. Considering the complexity and the importance of this issue, this paper presents an approach that combines the deep learning framework with linguistic features for the recognition of aggressiveness in Mexican tweets. This approach has been evaluated relying on a collection of tweets released by the organizers of the shared task about aggressiveness detection in the context of the Ibereval 2018 evaluation campaign. The use of a benchmark corpus allows to compare the results with those obtained by Ibereval 2018 participant systems. However, looking at the achieved results, linguistic features seem not to help the deep learning classification for this task. ; The work of Simona Frenda and Paolo Rosso was partially funded by the Spanish MINECO under the research project SomEMBED (TIN2015-71147-C2-1-P). ; Frenda, S.; Banerjee, S.; Rosso, P.; Patti, V. (2020). Do Linguistic Features Help Deep Learning? The Case of Aggressiveness in Mexican Tweets. Computación y Sistemas. 24(2):633-643. https://doi.org/10.13053/CyS-24-2-3398 ; S ; 633 ; 643 ; 24 ; 2
Keyword: Aggressiveness automatic detection; Deep learning; LENGUAJES Y SISTEMAS INFORMATICOS; Linguistic analysis; Mexican Spanish language; Twitter
URL: https://doi.org/10.13053/CyS-24-2-3398
http://hdl.handle.net/10251/166375
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15
Multimodal Fake News Detection with Textual, Visual and Semantic Information
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16
An Emotional Analysis of False Information in Social Media and News Articles
Rangel, Francisco; Rosso, Paolo; Ghanem, Bilal Hisham Hasan. - : Association for Computing Machinery, 2020
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Irony Detection in Twitter with Imbalanced Class Distributions
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#Brexit: Leave or Remain? The Role of User's Community and Diachronic Evolution on Stance Detection
Lai, Mirko; Patti, Viviana; Ruffo, Giancarlo. - : IOS Press, 2020
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MSIR@FIRE: A Comprehensive Report from 2013 to 2016
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20
Fine-Grained Analysis of Language Varieties and Demographics
Rangel, Francisco; Rosso, Paolo; Zaghouani, Wajdi. - : Cambridge University Press, 2020
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