NUIG-Shubhanker@Dravidian-CodeMix-FIRE2020: Sentiment Analysis of Code-Mixed Dravidian text using XLNet

10/15/2020
by   Shubhanker Banerjee, et al.
0

Social media has penetrated into multilingual societies, however most of them use English to be a preferred language for communication. So it looks natural for them to mix their cultural language with English during conversations resulting in abundance of multilingual data, call this code-mixed data, available in todays' world.Downstream NLP tasks using such data is challenging due to the semantic nature of it being spread across multiple languages.One such Natural Language Processing task is sentiment analysis, for this we use an auto-regressive XLNet model to perform sentiment analysis on code-mixed Tamil-English and Malayalam-English datasets.

READ FULL TEXT
POST COMMENT

Comments

There are no comments yet.

Authors

page 1

page 2

page 3

page 4

08/09/2020

C1 at SemEval-2020 Task 9: SentiMix: Sentiment Analysis for Code-Mixed Social Media Text using Feature Engineering

In today's interconnected and multilingual world, code-mixing of languag...
07/24/2020

JUNLP@SemEval-2020 Task 9:Sentiment Analysis of Hindi-English code mixed data

Code-mixing is a phenomenon which arises mainly in multilingual societie...
06/18/2019

Curriculum Learning Strategies for Hindi-English Codemixed Sentiment Analysis

Sentiment Analysis and other semantic tasks are commonly used for social...
12/15/2016

A Simple Approach to Multilingual Polarity Classification in Twitter

Recently, sentiment analysis has received a lot of attention due to the ...
07/21/2021

The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding

While recent benchmarks have spurred a lot of new work on improving the ...
01/08/2018

Analyzing Roles of Classifiers and Code-Mixed factors for Sentiment Identification

Multilingual speakers often switch between languages to express themselv...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.