Multitasking of sentiment detection and emotion recognition in code-mixed Hinglish data

S Ghosh, A Priyankar, A Ekbal… - Knowledge-Based Systems, 2023 - Elsevier
As the number of non-native English speakers on social media has skyrocketed in recent
years, sentiment and emotion analysis on regional languages and code-mixed data has …

Fake news detection using machine learning

V Gupta, RS Mathur, T Bansal… - … Conference on Machine …, 2022 - ieeexplore.ieee.org
With the advent of the World Wide Web and the swift advocacy of online platforms paved the
way for news propagation that has never been seen in the past. With the present situation of …

[Retracted] Linguistic Analysis of Hindi‐English Mixed Tweets for Depression Detection

CMB MJ, M Arif, D Kumar, AK K - Journal of Mathematics, 2022 - Wiley Online Library
According to recent studies, young adults in India faced mental health issues due to closures
of universities and loss of income, low self‐esteem, distress, and reported symptoms of …

Social Network Text Sentiment Analysis Method Based on CNN‐BiGRU in Big Data Environment

Y Shan - Mobile Information Systems, 2023 - Wiley Online Library
Aiming at the serious colloquialism of social network texts and the sparse semantic features,
this article proposes a CNN‐BiGRU‐based sentiment analysis method for social network …

[HTML][HTML] Feature extraction for emotion recognition: a review

N Garg, K Sharma - Emotion Recognition-Recent Advances, New …, 2023 - intechopen.com
With the increasing role of Artificial Intelligence and ubiquitous computing paradigms, a
stage has arrived where human being and machine is interacting seamlessly. However, the …

Semi-automatic Annotation for Mentions in Hindi Text

K Lata, P Singh, K Dutta - SN Computer Science, 2023 - Springer
Annotated corpora are required for the development of modern, accurate, and robust
techniques for Natural Language Processing (NLP) downstream applications. The …

Marathi-english code-mixed text generation

D Amin, S Govilkar, S Kulkarni, YS Lalit… - arXiv preprint arXiv …, 2023 - arxiv.org
Code-mixing, the blending of linguistic elements from distinct languages to form meaningful
sentences, is common in multilingual settings, yielding hybrid languages like Hinglish and …

Sentiment Analysis of Code-Mixed Social Media Text (SA-CMSMT) in Indian-Languages

GI Ahmad, J Singla - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
The arrival of web 2.0 platforms and increasing usage of social networking sites have
proliferated social media content on the web. These platforms also provides multilingual …

IASBS at SemEval-2024 Task 10: Delving into Emotion Discovery and Reasoning in Code-Mixed Conversations

M Tareh, A Mohandesi, E Ansari - Proceedings of the 18th …, 2024 - aclanthology.org
In this paper, we detail the IASBS team's approach and findings from participating in
SemEval-2024 Task 10,“Emotion Discovery and Reasoning in Hindi-English Code-mixed …

Transformer Based Approach for Depression Detection

AA Khaparde, R Das… - 2023 15th International …, 2023 - ieeexplore.ieee.org
Mental health of a person plays equivalent significant role in ensuring their wellbeing as
their physical health. A great deal of work and e ffort has gone into increasing awareness of …