Conference Publication Details
Mandatory Fields
Kumar, Ritesh; Lahiri, Bornini; Ojha, Atul Kr. and Bansal, Akanksha
Working Notes of FIRE 2020-Forum for Information Retrieval Evaluation, Hyderabad, India
ComMA@FIRE 2020: Exploring Multilingual JointTraining across different Classification Tasks
2020
December
Published
1
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Optional Fields
LATEX mBERT, XLM-R, DistilBERT, Event Detection, Offensive Language, Sentiment Analysis, Multilingual Systems
Hyderabad, India
16-DEC-20
20-DEC-20
n this paper, we give a description of the systems submitted to the three tracks of FIRE 2020 - HateSpeech and Offensive Content Identification in Indo-European Languages (HASOC), Sentiment Analy-sis of Dravidian Languages in Code-Mixed Text and Event Detection from News in Indian Languages(EDNIL). While the first two tasks were binary and multi-class text classification problems, EDNIL wasa sequence classification problem. For all the three tracks, we jointly fine-tuned mBERT, DistilBERT,RoBERTa and XLM-R using the dataset from all the languages for the given task
http://ceur-ws.org/Vol-2826/T10-3.pdf
Grant Details
Publication Themes
Informatics, Physical and Computational Sciences