Semeval-2020 task 9: Overview of sentiment analysis of code-mixed tweets

P Patwa, G Aguilar, S Kar, S Pandey, S Pykl… - arXiv preprint arXiv …, 2020 - arxiv.org
In this paper, we present the results of the SemEval-2020 Task 9 on Sentiment Analysis of
Code-Mixed Tweets (SentiMix 2020). We also release and describe our Hinglish (Hindi …

Beneath the tip of the iceberg: Current challenges and new directions in sentiment analysis research

S Poria, D Hazarika, N Majumder… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Sentiment analysis as a field has come a long way since it was first introduced as a task
nearly 20 years ago. It has widespread commercial applications in various domains like …

A Survey of Cutting-edge Multimodal Sentiment Analysis

U Singh, K Abhishek, HK Azad - ACM Computing Surveys, 2024 - dl.acm.org
The rapid growth of the internet has reached the fourth generation, ie, web 4.0, which
supports Sentiment Analysis (SA) in many applications such as social media, marketing, risk …

Language modeling for code-mixing: The role of linguistic theory based synthetic data

A Pratapa, G Bhat, M Choudhury… - Proceedings of the …, 2018 - aclanthology.org
Training language models for Code-mixed (CM) language is known to be a difficult problem
because of lack of data compounded by the increased confusability due to the presence of …

A survey of code-switched speech and language processing

S Sitaram, KR Chandu, SK Rallabandi… - arXiv preprint arXiv …, 2019 - arxiv.org
Code-switching, the alternation of languages within a conversation or utterance, is a
common communicative phenomenon that occurs in multilingual communities across the …

L3Cube-HingCorpus and HingBERT: A code mixed Hindi-English dataset and BERT language models

R Nayak, R Joshi - arXiv preprint arXiv:2204.08398, 2022 - arxiv.org
Code-switching occurs when more than one language is mixed in a given sentence or a
conversation. This phenomenon is more prominent on social media platforms and its …

Overview for the second shared task on language identification in code-switched data

G Molina, F AlGhamdi, M Ghoneim, A Hawwari… - arXiv preprint arXiv …, 2019 - arxiv.org
We present an overview of the second shared task on language identification in code-
switched data. For the shared task, we had code-switched data from two different language …

Towards one model to rule all: Multilingual strategy for dialectal code-switching Arabic ASR

SA Chowdhury, A Hussein, A Abdelali, A Ali - arXiv preprint arXiv …, 2021 - arxiv.org
With the advent of globalization, there is an increasing demand for multilingual automatic
speech recognition (ASR), handling language and dialectal variation of spoken content …

Comet: Towards code-mixed translation using parallel monolingual sentences

D Gautam, P Kodali, K Gupta, A Goel… - Proceedings of the …, 2021 - aclanthology.org
Code-mixed languages are very popular in multilingual societies around the world, yet the
resources lag behind to enable robust systems on such languages. A major contributing …

[PDF][PDF] Metrics for Modeling Code-Switching Across Corpora.

GA Guzmán, J Ricard, J Serigos, BE Bullock… - Interspeech, 2017 - isca-archive.org
In developing technologies for code-switched speech, it would be desirable to be able to
predict how much language mixing might be expected in the signal and the regularity with …