Search Results - "Priyadharshini, Ruba"

How can we detect Homophobia and Transphobia? Experiments in a multilingual code-mixed setting for social media governance by Chakravarthi, Bharathi Raja, Hande, Adeep, Ponnusamy, Rahul, Kumaresan, Prasanna Kumar, Priyadharshini, Ruba

“…Homophobia or Transphobia can be defined as the hatred, discomfort, or dislike of lesbian, gay, transgender or bisexual people. Studies have shown that these…”
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Offensive language identification in dravidian languages using MPNet and CNN by Chakravarthi, Bharathi Raja, Jagadeeshan, Manoj Balaji, Palanikumar, Vasanth, Priyadharshini, Ruba

“…•A thorough review of the techniques, algorithms, datasets, and tasks for offensive language detection in Dravidian languages.•Novel MPNet and CNN fusion…”
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DravidianCodeMix: sentiment analysis and offensive language identification dataset for Dravidian languages in code-mixed text by Chakravarthi, Bharathi Raja, Priyadharshini, Ruba, Muralidaran, Vigneshwaran, Jose, Navya, Suryawanshi, Shardul, Sherly, Elizabeth, McCrae, John P.

“…This paper describes the development of a multilingual, manually annotated dataset for three under-resourced Dravidian languages generated from social media…”
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An analysis of machine learning models for sentiment analysis of Tamil code-mixed data by Shanmugavadivel, Kogilavani, Sampath, Sai Haritha, Nandhakumar, Pramod, Mahalingam, Prasath, Subramanian, Malliga, Kumaresan, Prasanna Kumar, Priyadharshini, Ruba

“…Nowadays, more and more people are sharing and expressing their feelings through social media platforms such as Twitter, Facebook and YouTube. Sentiment…”
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Offensive language detection in Tamil YouTube comments by adapters and cross-domain knowledge transfer by Subramanian, Malliga, Ponnusamy, Rahul, Benhur, Sean, Shanmugavadivel, Kogilavani, Ganesan, Adhithiya, Ravi, Deepti, Shanmugasundaram, Gowtham Krishnan, Priyadharshini, Ruba, Chakravarthi, Bharathi Raja

“…Over the past few years, researchers have been focusing on the identification of offensive language on social networks. In places where English is not the…”
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Homophobia and transphobia detection for low-resourced languages in social media comments by Kumaresan, Prasanna Kumar, Ponnusamy, Rahul, Priyadharshini, Ruba, Buitelaar, Paul, Chakravarthi, Bharathi Raja

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Named Entity Recognition for Code-Mixed Indian Corpus using Meta Embedding by Priyadharshini, Ruba, Chakravarthi, Bharathi Raja, Vegupatti, Mani, McCrae, John P.

“…In this paper, we utilize the pre-trained embedding, sub-word embedding and closely related languages of languages in the code mixed corpus to create a…”
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A comparative study on code-mixed data of Indian social media vs formal text by Ranjan, Prakash, Raja, Bharathi, Priyadharshini, Ruba, Balabantaray, Rakesh Chandra

“…This paper presents comparative experiment results of code mixed data with the normal text. We first identify the Languages present in social media text, in…”
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Corpus Creation for Sentiment Analysis in Code-Mixed Tamil-English Text by Chakravarthi, Bharathi Raja, Muralidaran, Vigneshwaran, Priyadharshini, Ruba, McCrae, John P

“…Proceedings of the 1st Joint Workshop on Spoken Language Technologies for Under-resourced languages (SLTU) and Collaboration and Computing for Under-Resourced…”
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Evaluating Pretrained Transformer-based Models for COVID-19 Fake News Detection by Hande, Adeep, Puranik, Karthik, Priyadharshini, Ruba, Thavareesan, Sajeetha, Chakravarthi, Bharathi Raja

“…The expeditious growth of technology with social media as a platform for communication has led to a proliferous increase in the spread of misinformation and…”
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Hypers at ComMA@ICON: Modelling Aggressiveness, Gender Bias and Communal Bias Identification by Benhur, Sean, Nayak, Roshan, Sivanraju, Kanchana, Hande, Adeep, Navaneethakrishnan, Subalalitha Chinnaudayar, Priyadharshini, Ruba, Chakravarthi, Bharathi Raja

“…Due to the exponentially increasing reach of social media, it is essential to focus on its negative aspects as it can potentially divide society and incite…”
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Attentive fine-tuning of Transformers for Translation of low-resourced languages @LoResMT 2021 by Puranik, Karthik, Hande, Adeep, Priyadharshini, Ruba, Durairaj, Thenmozhi, Sampath, Anbukkarasi, Thamburaj, Kingston Pal, Chakravarthi, Bharathi Raja

“…This paper reports the Machine Translation (MT) systems submitted by the IIITT team for the English->Marathi and English->Irish language pairs LoResMT 2021…”
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Hope Speech detection in under-resourced Kannada language by Hande, Adeep, Priyadharshini, Ruba, Sampath, Anbukkarasi, Thamburaj, Kingston Pal, Chandran, Prabakaran, Chakravarthi, Bharathi Raja

“…Numerous methods have been developed to monitor the spread of negativity in modern years by eliminating vulgar, offensive, and fierce comments from social…”
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UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more Attention by Hegde, Siddhanth U, Hande, Adeep, Priyadharshini, Ruba, Thavareesan, Sajeetha, Chakravarthi, Bharathi Raja

“…Tamil is a Dravidian language that is commonly used and spoken in the southern part of Asia. In the era of social media, memes have been a fun moment in the…”
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IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in Transformers by Puranik, Karthik, Hande, Adeep, Priyadharshini, Ruba, Thavareesan, Sajeetha, Chakravarthi, Bharathi Raja

“…In a world filled with serious challenges like climate change, religious and political conflicts, global pandemics, terrorism, and racial discrimination, an…”
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Offensive Language Identification in Low-resourced Code-mixed Dravidian languages using Pseudo-labeling by Hande, Adeep, Puranik, Karthik, Yasaswini, Konthala, Priyadharshini, Ruba, Thavareesan, Sajeetha, Sampath, Anbukkarasi, Shanmugavadivel, Kogilavani, Thenmozhi, Durairaj, Chakravarthi, Bharathi Raja

“…Social media has effectively become the prime hub of communication and digital marketing. As these platforms enable the free manifestation of thoughts and…”
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Do Images really do the Talking? Analysing the significance of Images in Tamil Troll meme classification by Hegde, Siddhanth U, Hande, Adeep, Priyadharshini, Ruba, Thavareesan, Sajeetha, Sakuntharaj, Ratnasingam, Thangasamy, Sathiyaraj, Bharathi, B, Chakravarthi, Bharathi Raja

“…A meme is an part of media created to share an opinion or emotion across the internet. Due to its popularity, memes have become the new forms of communication…”
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Benchmarking Multi-Task Learning for Sentiment Analysis and Offensive Language Identification in Under-Resourced Dravidian Languages by Hande, Adeep, Hegde, Siddhanth U, Priyadharshini, Ruba, Ponnusamy, Rahul, Kumaresan, Prasanna Kumar, Thavareesan, Sajeetha, Chakravarthi, Bharathi Raja

“…To obtain extensive annotated data for under-resourced languages is challenging, so in this research, we have investigated whether it is beneficial to train…”
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TamilEmo: Finegrained Emotion Detection Dataset for Tamil by Vasantharajan, Charangan, Benhur, Sean, Kumarasen, Prasanna Kumar, Ponnusamy, Rahul, Thangasamy, Sathiyaraj, Priyadharshini, Ruba, Durairaj, Thenmozhi, Sivanraju, Kanchana, Sampath, Anbukkarasi, Chakravarthi, Bharathi Raja, McCrae, John Phillip

“…Emotional Analysis from textual input has been considered both a challenging and interesting task in Natural Language Processing. However, due to the lack of…”
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Findings of the Sentiment Analysis of Dravidian Languages in Code-Mixed Text by Chakravarthi, Bharathi Raja, Priyadharshini, Ruba, Thavareesan, Sajeetha, Chinnappa, Dhivya, Thenmozhi, Durairaj, Sherly, Elizabeth, McCrae, John P, Hande, Adeep, Ponnusamy, Rahul, Banerjee, Shubhanker, Vasantharajan, Charangan

“…We present the results of the Dravidian-CodeMix shared task held at FIRE 2021, a track on sentiment analysis for Dravidian Languages in Code-Mixed Text. We…”
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