Framework for Sentiment Classification for Morphologically Rich Languages: A Case Study for Sinhala

Keywords

Natural language processing, Sentiment analysis, Linguistics, Artificial intelligence, Computer science

References

• Improving Blog Polarity Classification via Topic Analysis and Adaptive MethodsFeifan Liu, Dong Wang, Bin Li — 2010
• Sentiment Analysis Using Common-Sense and Context InformationD.G. Infield — 2015
• SENTIWORDNET: A Publicly Available Lexical Resource for Opinion MiningAndrea Esuli, Fabrizio Sebastiani — 2006
• A survey on the role of negation in sentiment analysisMichael Wiegand, Alexandra Balahur, Benjamin Roth — 2010
• Annotating Topics of OpinionsVeselin Stoyanov, Claire Cardie — 2008
• Multilingual Corpus Development for Opinion MiningJulia Maria Schulz, Christa Womser‐Hacker, Thomas Mandl — 2010
• Sentiment Analysis using Support Vector Machines with Diverse Information SourcesTony Mullen, Nigel Collier — 2004
• Chinese Sentence-Level Sentiment Classification Based on Fuzzy SetsGuohong Fu, Xin Wang — 2010
• Text Categorization Using Weight Adjusted k-Nearest Neighbor ClassificationEui-Hong Han, George Karypis, Vipin Kumar — 2001
• Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of ReviewsPeter D. Turney — 2002
• Using Verbs and Adjectives to Automatically Classify Blog SentimentPaula Chesley, Bruce Vincent, Li Xu — 2006
• Yahoo! For Amazon: Sentiment Parsing from Small Talk on the WebSanjiv Ranjan Das, Mike Y. Chen — 2001
• Correlation-based Feature Selection for Machine LearningMark Hall — 2003
• The Bag-of-Opinions Method for Review Rating Prediction from Sparse Text PatternsLizhen Qu, Georgiana Ifrim, Gerhard Weikum — 2010
• Building sentiment Lexicons applying graph theory on information from three Norwegian thesaurusesHugo L. Hammer, Aleksander Bai, Anis Yazidi — 2014
• Polyglot: Distributed Word Representations for Multilingual NLPRami Al‐Rfou, Bryan Perozzi, Steven Skiena — 2013
• Sentiment Classification of Reviews Using SentiWordNetBruno Ohana — 2009
• A Shallow Approach to Subjectivity ClassificationStephan Raaijmakers, Wessel Kraaij — 2021
• Using Text Categorization Techniques for Intrusion DetectionYi‐Hua Liao, V. Rao Vemuri — 2002
• Text Mining and its Applications to Intelligence, CRM and Knowledge ManagementA. Zanasi — 2007

Cited by

• Sinhala Sentiment Analysis using Corpus based Sentiment LexiconP. D. T. Chathuranga, S. A. S. Lorensuhewa, M. Kalyani — 2019
• Sentiment analysis in Turkish: Supervised, semi-supervised, and unsupervised techniquesCem Rıfkı Aydın, Tunga Güngör — 2020
• Sentiment Analysis of Sinhala News Comments using Sentence-State LSTM NetworksPiyumal Demotte, Lahiru Senevirathne, Binod Karunanayake — 2020
• Identification of Abusive Sinhala Comments in Social Media using Text Mining and Machine Learning TechniquesH. M. S. T. Sandaruwan, S. A. S. Lorensuhewa, M. Kalyani — 2020
• Sentiment Analysis for Sinhala Language using Deep Learning TechniquesLahiru Senevirathne, Piyumal Demotte, Binod Karunanayake — 2020
• Sentiment classification of Sinhala content in social mediaPradeep Jayasuriya, Sarith Ekanayake, Ranjiva Munasinghe — 2020
• A Story of Two Surveys: for the Advancement of Sinhalese Mobile Text Entry ResearchShyam Reyal, Vijani Piyawardana, Dilani Kaveendri — 2020
• Self-Reflective and Introspective Feature Model for Hate Content Detection in Sinhala YouTube VideosEranga De Saa, L. Ranathunga — 2020
• BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text ClassificationVinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga — 2022
• A Comparison of Topic Modeling Techniques for SinhalaDinithi Pallawala, Prasanna S. Haddela — 2023

Related papers

• Sentiment lexicon construction using SentiWordNet 3.0Nishantha Medagoda, Subana Shanmuganathan, Jacqueline Whalley — 2015
• Sentiment classification techniques for Arabic language: A surveyMariam Biltawi, Wael Etaiwi, Sara Tedmori — 2016
• Sinhala Sentiment Analysis using Corpus based Sentiment LexiconP. D. T. Chathuranga, S. A. S. Lorensuhewa, M. Kalyani — 2019
• Verb Oriented Sentiment ClassificationMostafa Karamibekr, Ali A. Ghorbani — 2012
• Language-Specific Sentiment Analysis in Morphologically Rich LanguagesHayeon Jang, Hyopil Shin — 2010
• Features for Chinese sentiment classificationTaras Zagibalov — 2012
• Natural Language Processing for Sentiment Analysis: An Exploratory Analysis on TweetsWei Yen Chong, Bhawani Selvaretnam, Lay-Ki Soon — 2014