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Findings of the Shared Task on Multi-task Learning in Dravidian Languages

2022-05-01 · DravidianLangTech (ACL) 2022 5 · Bharathi Raja Chakravarthi, Ruba Priyadharshini, Subalalitha Cn, Sangeetha S, Malliga Subramanian, Kogilavani Shanmugavadivel, Parameswari Krishnamurthy, Adeep Hande, Siddhanth U Hegde, Roshan Nayak, Swetha Valli

We present our findings from the first shared task on Multi-task Learning in Dravidian Languages at the second Workshop on Speech and Language Technologies for Dravidian Languages. In this task, a sentence in any of three Dravidian Languages is required to be classified into two closely related tasks namely Sentiment Analyis (SA) and Offensive Language Identification (OLI). The task spans over three Dravidian Languages, namely, Kannada, Malayalam, and Tamil. It is one of the first shared tasks that focuses on Multi-task Learning for closely related tasks, especially for a very low-resourced language family such as the Dravidian language family. In total, 55 people signed up to participate in the task, and due to the intricate nature of the task, especially in its first iteration, 3 submissions have been received.

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Tasks

Language Identification Multi-Task LearningSentence

Findings of the Sentiment Analysis of Dravidian Languages in Code-Mixed Text

2021-11-18 · Bharathi Raja Chakravarthi, Ruba Priyadharshini, Sajeetha Thavareesan, Dhivya Chinnappa 외

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 describe the task, its organization, and the submitted systems. …

Sentiment Analysis

Findings of the Shared Task on Machine Translation in Dravidian languages

2021-04-01 · EACL (DravidianLangTech) 2021 4 · Bharathi Raja Chakravarthi, Ruba Priyadharshini, Shubhanker Banerjee, Richard Saldanha 외

This paper presents an overview of the shared task on machine translation of Dravidian languages. We presented the shared task results at the EACL 2021 workshop on Speech and Language Technologies for Dravidian Languages…

Machine Translation Translation

Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages

2022-05-01 · DravidianLangTech (ACL) 2022 5 · Premjith B, Bharathi Raja Chakravarthi, Malliga Subramanian, Bharathi B 외

This paper presents the findings of the shared task on Multimodal Sentiment Analysis and Troll meme classification in Dravidian languages held at ACL 2022. Multimodal sentiment analysis deals with the identification of s…

Classification Meme Classification Multimodal Sentiment Analysis Sentiment Analysis

PICT@DravidianLangTech-ACL2022: Neural Machine Translation On Dravidian Languages

2022-04-19 · DravidianLangTech (ACL) 2022 5 · Aditya Vyawahare, Rahul Tangsali, Aditya Mandke, Onkar Litake 외

This paper presents a summary of the findings that we obtained based on the shared task on machine translation of Dravidian languages. We stood first in three of the five sub-tasks which were assigned to us for the main …

Machine Translation Translation

Findings of the Shared Task on Offensive Language Identification in Tamil, Malayalam, and Kannada

2021-04-01 · EACL (DravidianLangTech) 2021 4 · Bharathi Raja Chakravarthi, Ruba Priyadharshini, Navya Jose, Anand Kumar M 외

Detecting offensive language in social media in local languages is critical for moderating user-generated content. Thus, the field of offensive language identification in under-resourced Tamil, Malayalam and Kannada lang…

Benchmarking Language Identification