Sentiment lexicons and non-English languages: a survey
M Kaity, V Balakrishnan - Knowledge and Information Systems, 2020 - Springer
The ever-increasing number of Internet users and online services, such as Amazon, Twitter
and Facebook has rapidly motivated people to not just transact using the Internet but to also …
and Facebook has rapidly motivated people to not just transact using the Internet but to also …
Text stemming: Approaches, applications, and challenges
Stemming is a process in which the variant word forms are mapped to their base form. It is
among the basic text pre-processing approaches used in Language Modeling, Natural …
among the basic text pre-processing approaches used in Language Modeling, Natural …
Detecting multilabel sentiment and emotions from bangla youtube comments
Sentiment analysis has become a key research area in natural language processing due to
its wide range of practical applications that include opinion mining, emotions extraction …
its wide range of practical applications that include opinion mining, emotions extraction …
Prediction of Indian election using sentiment analysis on Hindi Twitter
P Sharma, TS Moh - 2016 IEEE international conference on big …, 2016 - ieeexplore.ieee.org
Sentiment analysis is considered to be a category of machine learning and natural language
processing. It is used to extricate, recognize, or portray opinions from different content …
processing. It is used to extricate, recognize, or portray opinions from different content …
Sentiment analysis in multilingual context: Comparative analysis of machine learning and hybrid deep learning models
This research paper investigates the efficacy of various machine learning models, including
deep learning and hybrid models, for text classification in the English and Bangla …
deep learning and hybrid models, for text classification in the English and Bangla …
[PDF][PDF] A survey on sentiment analysis and opinion mining techniques
Natural Language processing (NLP), has been witnessed a blooming interest over the past
decade. It is also known as opinion mining, mood extraction and emotion analysis. The …
decade. It is also known as opinion mining, mood extraction and emotion analysis. The …
A systematic review of text stemming techniques
Stemming is a program that matches the morphological variants of the word to its root word.
Stemming is extensively used as a pre-processing tool in the field of natural language …
Stemming is extensively used as a pre-processing tool in the field of natural language …
Bangla text classification using transformers
Text classification has been one of the earliest problems in NLP. Over time the scope of
application areas has broadened and the difficulty of dealing with new areas (eg, noisy …
application areas has broadened and the difficulty of dealing with new areas (eg, noisy …
Cross-lingual sentiment classification in low-resource Bengali language
S Sazzed - Proceedings of the sixth workshop on noisy user …, 2020 - aclanthology.org
Sentiment analysis research in low-resource languages such as Bengali is still unexplored
due to the scarcity of annotated data and the lack of text processing tools. Therefore, in this …
due to the scarcity of annotated data and the lack of text processing tools. Therefore, in this …
Bangla natural language processing: A comprehensive analysis of classical, machine learning, and deep learning-based methods
The Bangla language is the seventh most spoken language, with 265 million native and non-
native speakers worldwide. However, English is the predominant language for online …
native speakers worldwide. However, English is the predominant language for online …