Cross-lingual text classification of transliterated Hindi and Malayalam

J Krishnan, A Anastasopoulos… - … Conference on Big …, 2022 - ieeexplore.ieee.org
Transliteration is very common on social media, but transliterated text is not adequately
handled by modern neural models for various NLP tasks. In this work, we combine data …

Heterogeneous classifier ensemble for sentiment analysis of Bengali and Hindi tweets

K Sarkar - Sādhanā, 2020 - Springer
Sentiment analysis is an essential step for analysing social media texts such as tweets and
other posts on the various micro-blogging sites. The basic step of sentiment analysis is …

Topic modeling as a tool to gauge political sentiments from twitter feeds

D Sarddar, RK Dey, R Bose, S Roy - International Journal of Natural …, 2020 - igi-global.com
As ubiquitous as it is, the Internet has spawned a slew of products that have forever changed
the way one thinks of society and politics. This article proposes a model to predict chances …

Sentiment polarity detection in Bengali tweets using deep convolutional neural networks

K Sarkar - Journal of Intelligent Systems, 2019 - degruyter.com
Sentiment polarity detection is one of the most popular sentiment analysis tasks. Sentiment
polarity detection in tweets is a more difficult task than sentiment polarity detection in review …

[PDF][PDF] Recent advances in sentiment analysis of Indian languages

MB Shelke, SN Deshmukh - International Journal of Future …, 2020 - researchgate.net
In the era of technology, each and every one of us is expressing their opinion on social
media platforms very frequently. And these opinions are mostly expressed in regional …

Toward Machine Learning Based Binary Sentiment Classification of Movie Reviews for Resource Restraint Language (RRL)—Hindi

A Sharma, U Ghose - IEEE Access, 2023 - ieeexplore.ieee.org
Sentiment analysis has significantly progressed in English, whereas Hindi research is still
nascent. Despite being the third most spoken language worldwide, Hindi remains an RRL …

Opinionated text classification for hindi tweets using deep learning

C Sindhu, S Adak, SC Tigga - 2021 5th International …, 2021 - ieeexplore.ieee.org
The recent years have witnessed a significant growth in the data collected from the reviews
posted on various websites. Reviews are a direct way of getting the response of the …

DoSLex: automatic generation of all domain semantically rich sentiment lexicon

M Jain, R Jindal, A Jain - Language Resources and Evaluation, 2024 - Springer
For sentiment analysis, lexicons are among the important resources. Existing sentiment
lexicons have a generic polarity for each word. In fact, many words have different polarities …

People identification with limited labels in privacy-protected video

Y Chang, R Yan, D Chen, J Yang - 2006 IEEE international …, 2006 - ieeexplore.ieee.org
People identification is an essential task for video content analysis in a surveillance system.
To construct a good classifier requires a large amount of training data, which may not be …

Inflectional and derivational hybrid stemmer for sentiment analysis: a case study with Marathi tweets

RS Patil, SR Kolhe - International Conference on Recent Trends in Image …, 2021 - Springer
Sentiment Analysis (SA) is more complex in Marathi (Indian Language) than in European
languages due to the inflectional words and phrases and comparatively limited resources …