Marathi SentiWordNet: A lexical resource for sentiment analysis of Marathi Mahesh B. Shelke, Daivat D. Sawant, Chatrabhuj B. Kadam, Kailas Ambhure, Sachin N. Deshmukh Concurrency and Computation Practice and Experience, 2023 SummarySentiment analysis (SA) is information retrieval and computational linguistics that expresses sentiment about a specific document. Recently, research on SA has received greater interests due to the vast expansion of internet data. The comments and reviews posted online creates difficulties to the researchers, because the comments posted are written in unstructured formats with informal expressions, languages and possibly mixed languages. Most of the works on SA have been focusing only on English language but with respect to Indian languages, few works are done, especially on Hindi, Telugu, Bengali, and so forth. SentiWordNet is a useful lexical resource for determining the sentiment of a document or piece of text. There is currently no lexical resource for the Marathi language used for sentiment analysis. Therefore, this proposed research presents SA in one of the languages of Indian origin, that is, Marathi. In this paper, a new method is proposed for the development of a Marathi SentiWordNet (M‐SWN), synset‐based expansion approach using Marathi WordNet, which consists of Positive, Negative, and Neutral Polarity score, mapped from Hindi‐SentiWordNet (H‐SWN). Finally, sentiment analysis of movie reviews is carried out using M‐SWN using Bi‐LSTM based SVM classifier model.
Classical Marathi to Web Marathi via Social Media (अभिजात मराठी ते वेब मराठी व्हाया सोशल मिडिया) DK Ambhure https://ijirt.org 12 (12), 9637-9640 , 2026 2026.0
Marathi Language and Technology K Ambure Knowledgeable Research A Multidisciplinary Journal 1 (02), 104-105 , 2026 2026.0
Dictionary-Based Approach for Analyzing Marathi Text Data S Date, SN Deshmukh, MB Shelke, DD Sawant, CB Kadam, KM Ambhure International Conference on Smart Trends for Information Technology and … , 2025 2025.0
Marathi SentiWordNet: A lexical resource for sentiment analysis of Marathi M B. Shelke, DD Sawant, CB Kadam, K Ambhure, SN Deshmukh Concurrency and Computation: Practice and Experience 35 (2), e7497 , 2023 2023.0 Citations: 10
‘पिढीजात’ : यत्र-तत्र-सर्वत्र व्यापून असलेल्या प्रशासकीय सत्तेचा पंचनामा K Ambhure https://www.aksharnama.com , 2022 2022.0
समकालीन मराठी समीक्षा (Contemporary Marathi Criticism) K Ambhure Aamchi Shriwani 1 (1), 11 , 2020 2020.0
वा.ल.कुलकर्णी (Waman Laxman Kulkarni) K Ambhure मराठी विश्वकोश , 2019 2019.0
OUR HERITAGE VG aba Zende, BR Sharma, PS Turukmane, MA Maske, MR Gaikwad
Marathi SentiWordNet: A lexical resource for sentiment analysis of Marathi M B. Shelke, DD Sawant, CB Kadam, K Ambhure, SN Deshmukh Concurrency and Computation: Practice and Experience 35 (2), e7497 , 2023 2023.0 Citations: 10
Classical Marathi to Web Marathi via Social Media (अभिजात मराठी ते वेब मराठी व्हाया सोशल मिडिया) DK Ambhure https://ijirt.org 12 (12), 9637-9640 , 2026 2026.0
Marathi Language and Technology K Ambure Knowledgeable Research A Multidisciplinary Journal 1 (02), 104-105 , 2026 2026.0
Dictionary-Based Approach for Analyzing Marathi Text Data S Date, SN Deshmukh, MB Shelke, DD Sawant, CB Kadam, KM Ambhure International Conference on Smart Trends for Information Technology and … , 2025 2025.0
‘पिढीजात’ : यत्र-तत्र-सर्वत्र व्यापून असलेल्या प्रशासकीय सत्तेचा पंचनामा K Ambhure https://www.aksharnama.com , 2022 2022.0
समकालीन मराठी समीक्षा (Contemporary Marathi Criticism) K Ambhure Aamchi Shriwani 1 (1), 11 , 2020 2020.0
वा.ल.कुलकर्णी (Waman Laxman Kulkarni) K Ambhure मराठी विश्वकोश , 2019 2019.0
OUR HERITAGE VG aba Zende, BR Sharma, PS Turukmane, MA Maske, MR Gaikwad