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In this paper, we describe our approaches and results for Task 2 of the LT-EDI 2024 Workshop, aimed at detecting homophobia and/or transphobia across ten languages.
RoBERTa: A robustly optimized BERT pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
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Language contact and the maintenance of the Tulu language in South India
Malavika Shetty. 2003 · 2003
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Short-term prospective effects of Homophobic victimization on the mental health of Heterosexual adolescents
V Paul Poteat, Jillian R Scheer, Craig D DiGiovanni, and Ethan H Mereish. 2014 · 2014
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On the enduring relationship between masculinity and homophobia
Sarah Diefendorf and Tristan Bridges. 2020 · 2020
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Dataset for identification of Homophobia and Transophobia in multilingual YouTube comments
Bharathi Raja Chakravarthi, Ruba Priyadharshini, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Kayalvizhi Sampath, Durairaj Thenmozhi, Sathiyaraj Thangasamy, Rajendran Nallathambi, and John Phillip McCrae. 2021 · 2021
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Mapping homo/transphobia: The valorization of the lgbt protection category in the refugee-granting system
Calogero Giametta and Shira Havkin. 2021 · 2021
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Reconsidering annotator disagreement about racist language: Noise or signal?
Savannah Larimore, Ian Kennedy, Breon Haskett, and Alina Arseniev-Koehler. 2021 · 2021
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Let-Mi: An Arabic levantine Twitter dataset for Misogynistic language
Hala Mulki and Bilal Ghanem. 2021 · 2021
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Homophobia and mental health: a scourge of modern era
Antonio Ventriglio, João Mauricio Castaldelli-Maia, Julio Torales, Domenico De Berardis, and Dinesh Bhugra. 2021 · 2021
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ALBETO and DistilBETO: Lightweight Spanish language models
José Cañete, Sebastian Donoso, Felipe Bravo-Marquez, Andrés Carvallo, and Vladimir Araujo. 2022 · 2022
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L3Cube-MahaCorpus and MahaBERT: Marathi monolingual corpus, Marathi BERT language models, and resources
Raviraj Joshi. 2022 · 2022
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Homophobic and hate speech detection using Multilingual-BERT model on Turkish social media
Habibe Karayigit, Ali Akdagli, and Cigdem Inan Aci. 2022 · 2022
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Chain-of-thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al. 2022 · 2022
Cited alongside, same era.
Detection of Homophobia and Transphobia in YouTube comments
Bharathi Raja Chakravarthi. 2023 · 2023
Cited alongside, same era.
Hindi-BERT (revision c54eb83)
Nick Doiron. 2023 · 2023
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OpenAI. 2023 · 2023
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nlpbdpatriots at blp-2023 task 1: A two-step classification for violence inciting text detection in Bangla
Md Nishat Raihan, Dhiman Goswami, Sadiya Sayara Chowdhury Puspo, and Marcos Zampieri. 2023b · 2023
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Offensive Language Identification in Transliterated and code-mixed Bangla
Md Nishat Raihan, Umma Hani Tanmoy, Anika Binte Islam, Kai North, Tharindu Ranasinghe, Antonios Anastasopoulos, and Marcos Zampieri. 2023c · 2023
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Homo-mex: A mexican spanish annotated corpus for lgbt+ phobia detection on twitter
Juan Vásquez, Scott Andersen, Gemma Bel-Enguix, Helena Gómez-Adorno, and Sergio-Luis Ojeda-Trueba. 2023 · 2023
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Bharathi Raja Chakravarthi, Rahul Ponnusamy, Malliga Subramanian, Paul Buitelaar, Miguel Ángel García-Cumbreras, Salud María Jiménez-Zafra, José Antonio García-Díaz, Rafael Valencia-García, and Nitesh Jindal. 2023 · 2023
Cited alongside, same era.
nlpbdpatriots at blp-2023 task 2: A transfer learning approach to Bangla Sentiment Analysis
Dhiman Goswami, Md Nishat Raihan, Sadiya Sayara Chowdhury Puspo, and Marcos Zampieri. 2023b · 2023
Cited alongside, same era.
Raviraj Joshi. 2023 · 2023
Cited alongside, same era.
Homophobia and Transphobia detection for low-resourced languages in social media comments
Prasanna Kumar Kumaresan, Rahul Ponnusamy, Ruba Priyadharshini, Paul Buitelaar, and Bharathi Raja Chakravarthi. 2023 · 2023
Cited alongside, same era.
How can we detect Homophobia and Transphobia? experiments in a multilingual code-mixed setting for social media governance
Bharathi Raja Chakravarthi, Adeep Hande, Rahul Ponnusamy, Prasanna Kumar Kumaresan, and Ruba Priyadharshini. 2022a
Cited in the paper.
Overview of the shared task on hope speech detection for Equality, Diversity, and Inclusion
Bharathi Raja Chakravarthi, Vigneshwaran Muralidaran, Ruba Priyadharshini, Subalalitha Cn, John McCrae, Miguel Ángel García, Salud María Jiménez-Zafra, Rafael Valencia-García, Prasanna Kumaresan, Rahul Ponnusamy, and Daniel García-Baena
Cited in the paper.
Overview of the shared task on homophobia and transphobia detection in social media comments
Bharathi Raja Chakravarthi, Ruba Priyadharshini, Thenmozhi Durairaj, John McCrae, Paul Buitelaar, Prasanna Kumaresan, and Rahul Ponnusamy. 2022b
Cited in the paper.
Sidney G-J Wong, Matthew Durward, Benjamin Adams, and Jonathan Dunn. 2023 · 2023
Later among the works it cites.
Overview of third shared task on Homophobia and Transphobia detection in social media comments
Bharathi Raja Chakravarthi, Prasanna Kumar Kumaresan, Ruba Priyadharshini, Paul Buitelaar, Asha Hegde, Hosahalli Lakshmaiah Shashirekha, Saranya Rajiakodi, Miguel Ángel García-Cumbreras, Salud María Jiménez-Zafra, José Antonio García-Díaz, Rafael Valencia-García, Kishore Kumar Ponnusamy, Poorvi Shetty, and Daniel García-Baena. 2024 · 2024
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Overview of third shared task on Homophobia and Transphobia detection in social media comments”
Prasanna Kumar Kumaresan, Ruba Priyadharshini, Bharathi Raja Chakravarthi, Paul Buitelaar, Asha Hegde, Hosahalli Lakshmaiah Shashirekha, Saranya Rajiakodi, Miguel Ángel García-Cumbreras, Salud María Jiménez-Zafra, José Antonio García-Díaz, Rafael Valencia-García, Kishore Kumar Ponnusamy, Poorvi Shetty, and Daniel García-Baena. 2024 · 2024
Closest in time.