Sentiment analysis of code-mixed indian languages: An overview of sail_code-mixed shared task@ icon-2017

BG Patra, D Das, A Das - arxiv preprint arxiv:1803.06745, 2018 - arxiv.org
Sentiment analysis is essential in many real-world applications such as stance detection,
review analysis, recommendation system, and so on. Sentiment analysis becomes more …

Named entity recognition on code-switched data: Overview of the CALCS 2018 shared task

G Aguilar, F AlGhamdi, V Soto, M Diab… - arxiv preprint arxiv …, 2019 - arxiv.org
In the third shared task of the Computational Approaches to Linguistic Code-Switching
(CALCS) workshop, we focus on Named Entity Recognition (NER) on code-switched social …

Computational sociolinguistics: A survey

D Nguyen, AS Doğruöz, CP Rosé… - Computational …, 2016 - direct.mit.edu
Abstract Language is a social phenomenon and variation is inherent to its social nature.
Recently, there has been a surge of interest within the computational linguistics (CL) …

LinCE: A centralized benchmark for linguistic code-switching evaluation

G Aguilar, S Kar, T Solorio - arxiv preprint arxiv:2005.04322, 2020 - arxiv.org
Recent trends in NLP research have raised an interest in linguistic code-switching (CS);
modern approaches have been proposed to solve a wide range of NLP tasks on multiple …

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 …

[PDF][PDF] Pos tagging of english-hindi code-mixed social media content

Y Vyas, S Gella, J Sharma, K Bali… - Proceedings of the …, 2014 - aclanthology.org
Code-mixing is frequently observed in user generated content on social media, especially
from multilingual users. The linguistic complexity of such content is compounded by …

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 …

A survey of code-switching: Linguistic and social perspectives for language technologies

AS Doğruöz, S Sitaram, BE Bullock… - arxiv preprint arxiv …, 2023 - arxiv.org
The analysis of data in which multiple languages are represented has gained popularity
among computational linguists in recent years. So far, much of this research focuses mainly …

Identifying languages at the word level in code-mixed indian social media text

A Das, B Gambäck - 2014 - ntnuopen.ntnu.no
Language identification at the document level has been considered an almost solved
problem in some application areas, but language detectors fail in the social media context …

A semi-supervised approach to generate the code-mixed text using pre-trained encoder and transfer learning

D Gupta, A Ekbal, P Bhattacharyya - Findings of the Association …, 2020 - aclanthology.org
Code-mixing, the interleaving of two or more languages within a sentence or discourse is
ubiquitous in multilingual societies. The lack of code-mixed training data is one of the major …