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Hits 1 – 20 of 25
1
DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text ...
Chakravarthi, Bharathi Raja
;
Priyadharshini, Ruba
;
Muralidaran, Vigneshwaran
. - : Zenodo, 2021
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2
DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text ...
Chakravarthi, Bharathi Raja
;
Priyadharshini, Ruba
;
Muralidaran, Vigneshwaran
. - : Zenodo, 2021
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3
DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text ...
Chakravarthi, Bharathi Raja
;
Priyadharshini, Ruba
;
Muralidaran, Vigneshwaran
. - : arXiv, 2021
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4
Attentive fine-tuning of Transformers for Translation of low-resourced languages @LoResMT 2021 ...
Puranik, Karthik
;
Hande, Adeep
;
Priyadharshini, Ruba
. - : arXiv, 2021
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5
Hypers at ComMA@ICON: Modelling Aggressiveness, Gender Bias and Communal Bias Identification ...
Benhur, Sean
;
Nayak, Roshan
;
Sivanraju, Kanchana
. - : arXiv, 2021
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6
Dataset for Identification of Homophobia and Transophobia in Multilingual YouTube Comments ...
Chakravarthi, Bharathi Raja
;
Priyadharshini, Ruba
;
Ponnusamy, Rahul
. - : arXiv, 2021
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7
https://www.aclweb.org/anthology/W19-6809/ ...
Chakravarthi, Bharathi Raja
. - : Zenodo, 2021
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8
https://www.aclweb.org/anthology/W19-6809/ ...
Chakravarthi, Bharathi Raja
. - : Zenodo, 2021
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9
Bilingual lexicon induction across orthographically-distinct under-resourced Dravidian languages
Chakravarthi, Bharathi Raja
;
Rajasekaran, Navaneethan
;
Arcan, Mihael
...
In: Chakravarthi, Bharathi Raja orcid:0000-0002-4575-7934 , Rajasekaran, Navaneethan, Arcan, Mihael orcid:0000-0002-3116-621X , McGuinness, Kevin orcid:0000-0003-1336-6477 , O'Connor, Noel E. orcid:0000-0002-4033-9135 and McCrae, John P. orcid:0000-0002-7227-1331 (2020) Bilingual lexicon induction across orthographically-distinct under-resourced Dravidian languages. In: 7th Workshop on NLP for Similar Languages, Varieties and Dialects, 13 Dec 2020, Barcelona, Spain (Online). (2020)
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10
A sentiment analysis dataset for code-mixed Malayalam-English
Sherly, Elizabeth
;
Jose, Navya
;
McCrae, John P.
. - : European Language Resources Association (ELRA), 2020
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11
Corpus creation for sentiment analysis in code-mixed Tamil-English text
McCrae, John P.
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Priyadharshini, Ruba
;
Muralidaran, Vigneshwaran
. - : European Language Resources Association (ELRA), 2020
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12
Leveraging orthographic information to improve machine translation of under-resourced languages
Asoka Chakravarthi, Bharathi Raja
. - : NUI Galway, 2020
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13
A comparative study of different state-of-the-art hate speech detection methods in Hindi-English code-mixed data
Fransen, Theodorus
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McCrae, John P.
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Chakravarthi, Bharathi Raja
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Goswami, Koustava
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Suryawanshi, Shardul
;
Rani, Priya
. - : European Language Resources Association (ELRA), 2020
Abstract:
Hate speech detection in social media communication has become one of the primary concerns to avoid conflicts and curb undesired activities. In an environment where multilingual speakers switch among multiple languages, hate speech detection becomes a challenging task using methods that are designed for monolingual corpora. In our work, we attempt to analyze, detect and provide a comparative study of hate speech in a code-mixed social media text. We also provide a Hindi-English code-mixed data set consisting of Facebook and Twitter posts and comments. Our experiments show that deep learning models trained on this code-mixed corpus perform better. ; This publication has emanated from research supported in part by a research grant from Science Foundation Ireland (SFI) under Grant Number SFI/12/RC/2289 (Insight), SFI/12/RC/2289 P2 (Insight 2), & SFI/18/CRT/6223 (CRT-Centre for Research Training in Artficial Intelligence) co-funded by the European Regional Development Fund as well as by the EU H2020 programme under grant agreements 731015 (ELEXIS-European Lexical Infrastructure), 825182 (Pret- ˆ a-LLOD), and Irish Research Council ` grant IRCLA/2017/129 (CARDAMOM-Comparative Deep Models of Language for Minority and Historical Languages). The authors are grateful to Ajay Bohra and his team for sharing their data set and for their support. We would also like to thank our annotators for their contribution and lending us their precious time. ; non-peer-reviewed
Keyword:
Code mixing
;
Convolutional Neural Networks
;
Hate Speech
URL:
http://hdl.handle.net/10379/16085
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14
A survey of current datasets for code-switching research
Jose, Navya
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Chakravarthi, Bharathi Raja
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Suryawanshi, Shardul
. - : IEEE, 2020
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15
NUIG-Panlingua-KMI Hindi-Marathi MT Systems for Similar Language Translation Task @ WMT 2020
Chakravarthi, Bharathi Raja
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Kumar, Ritesh
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Rani, Priya
. - : Association for Computational Linguistics, 2020
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16
A Sentiment Analysis Dataset for Code-Mixed Malayalam-English ...
Chakravarthi, Bharathi Raja
;
Jose, Navya
;
Suryawanshi, Shardul
. - : arXiv, 2020
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17
ULD@NUIG at SemEval-2020 Task 9: Generative Morphemes with an Attention Model for Sentiment Analysis in Code-Mixed Text ...
Goswami, Koustava
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Rani, Priya
;
Chakravarthi, Bharathi Raja
. - : arXiv, 2020
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18
A Sentiment Analysis Dataset for Code-Mixed Malayalam-English ...
Chakravarthi, Bharathi Raja
;
Jose, Navya
;
Suryawanshi, Shardul
. - : Zenodo, 2020
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19
A Sentiment Analysis Dataset for Code-Mixed Malayalam-English ...
Chakravarthi, Bharathi Raja
;
Jose, Navya
;
Suryawanshi, Shardul
. - : Zenodo, 2020
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20
Aspects of Terminological and Named Entity Knowledge within Rule-Based Machine Translation Models for Under-Resourced Neural Machine Translation Scenarios ...
Torregrosa, Daniel
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Pasricha, Nivranshu
;
Masoud, Maraim
. - : arXiv, 2020
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