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 …

Clinical implications of molecular drug resistance testing for Mycobacterium tuberculosis: a 2023 TBnet/RESIST-TB consensus statement

J Domínguez, MJ Boeree, E Cambau… - The Lancet Infectious …, 2023 - thelancet.com
Drug-resistant tuberculosis is a substantial health-care concern worldwide. Despite culture-
based methods being considered the gold standard for drug susceptibility testing, molecular …

Corpus creation for sentiment analysis in code-mixed Tamil-English text

BR Chakravarthi, V Muralidaran… - arxiv preprint arxiv …, 2020 - arxiv.org
Understanding the sentiment of a comment from a video or an image is an essential task in
many applications. Sentiment analysis of a text can be useful for various decision-making …

A survey of current datasets for code-switching research

N Jose, BR Chakravarthi… - 2020 6th …, 2020 - ieeexplore.ieee.org
Code switching is a prevalent phenomenon in the multilingual community and social media
interaction. In the past ten years, we have witnessed an explosion of code switched data in …

Sarcasm detection in mash-up language using soft-attention based bi-directional LSTM and feature-rich CNN

D Jain, A Kumar, G Garg - Applied Soft Computing, 2020 - Elsevier
Analyzing explicit and clear sentiment is challenging owing to the growing use of
emblematic and multilingual language constructs. This research proposes sarcasm …

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 …

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 …

Multilingual sentiment analysis for under-resourced languages: a systematic review of the landscape

KR Mabokela, T Celik, M Raborife - IEEE Access, 2022 - ieeexplore.ieee.org
Sentiment analysis automatically evaluates people's opinions of products or services. It is an
emerging research area with promising advancements in high-resource languages such as …

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 …

Supervised sentiment analysis in multilingual environments

D Vilares, MA Alonso, C Gómez-Rodríguez - Information Processing & …, 2017 - Elsevier
This article tackles the problem of performing multilingual polarity classification on Twitter,
comparing three techniques:(1) a multilingual model trained on a multilingual dataset …