Challenges and opportunities of text-based emotion detection: A survey

A Al Maruf, F Khanam, MM Haque, ZM Jiyad… - IEEE …, 2024 - ieeexplore.ieee.org
Emotion detection has become an intriguing issue for researchers owing to its
psychological, social, and commercial significance. People express their feelings directly or …

A comprehensive survey on Indian regional language processing

BS Harish, RK Rangan - SN Applied Sciences, 2020 - Springer
In recent information explosion, contents in internet are multilingual and majority will be in
the form of natural languages. Processing of these natural languages for various language …

Ceasing hate with moh: Hate speech detection in hindi–english code-switched language

A Sharma, A Kabra, M Jain - Information Processing & Management, 2022 - Elsevier
Warning: This manuscript may contain upsetting language. Social media has become a
bedrock for people to voice their opinions worldwide. Due to the greater sense of freedom …

Emotion detection in hinglish (hindi+ english) code-mixed social media text

TT Sasidhar, B Premjith, KP Soman - Procedia Computer Science, 2020 - Elsevier
Human communication is often embedded with emotion and it can be expressed via
different mediums like vocal interaction, texts, non-verbal communication like facial …

Hate speech detection in hindi-english code-mixed social media text

T Santosh, KVS Aravind - Proceedings of the ACM India joint …, 2019 - dl.acm.org
With the increase in user generated content, particularly on social media networks, the
amount of hate speech is also steadily increasing. So, there is a need to automatically detect …

Bi-LSTM and ensemble based bilingual sentiment analysis for a code-mixed Hindi-English social media text

K Yadav, A Lamba, D Gupta, A Gupta… - 2020 IEEE 17th India …, 2020 - ieeexplore.ieee.org
India is a multilingual and multi-script country and a large part of its population speaks more
than one language. It has been noted that such multilingual speakers switch between …

Sentiment analysis of persian-english code-mixed texts

N Sabri, A Edalat, B Bahrak - 2021 26th International Computer …, 2021 - ieeexplore.ieee.org
The rapid production of data on the internet and the need to understand how users are
feeling from a business and research perspective has prompted the creation of numerous …

Comparative study of pre-trained bert models for code-mixed hindi-english data

A Patil, V Patwardhan, A Phaltankar… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
The term" Code Mixed" refers to the use of more than one language in the same text. This
phenomenon is predominantly observed on social media platforms, with an increasing …

Automatic normalization of word variations in code-mixed social media text

R Singh, N Choudhary, M Shrivastava - International Conference on …, 2018 - Springer
Social media platforms such as Twitter and Facebook are becoming popular in multilingual
societies. This trend induces portmanteau of South Asian languages with English. The blend …

Cmsaone@ dravidian-codemix-fire2020: A meta embedding and transformer model for code-mixed sentiment analysis on social media text

S Dowlagar, R Mamidi - arXiv preprint arXiv:2101.09004, 2021 - arxiv.org
Code-mixing (CM) is a frequently observed phenomenon that uses multiple languages in an
utterance or sentence. CM is mostly practiced on various social media platforms and in …