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- research-articleFebruary 2024JUST ACCEPTED
Automatic Construction of Interval-Valued Fuzzy Hindi WordNet using Lexico-Syntactic Patterns and Word Embeddings
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Just Accepted https://doi.org/10.1145/3643132A computational lexicon is the backbone of any language processing system. It helps computers to understand the language complexity as a human does by inculcating words and their semantic associations. Manually constructed famous Hindi WordNet (HWN) ...
- research-articleDecember 2022
Automatic keyword extraction for localized tweets using fuzzy graph connectivity measures
Multimedia Tools and Applications (MTAA), Volume 81, Issue 30Dec 2022, Pages 42931–42956https://doi.org/10.1007/s11042-021-11893-xAbstractWith an upsurge in the use of social media, a tremendous amount of textual data is being generated, which is being used for applications like sentiment analysis, industry trend analysis, information retrieval etc. In this context, automatic ...
- research-articleJanuary 2022
Ceasing hate with MoH: Hate Speech Detection in Hindi–English code-switched language
Information Processing and Management: an International Journal (IPRM), Volume 59, Issue 1Jan 2022https://doi.org/10.1016/j.ipm.2021.102760AbstractWarning: This manuscript may contain upsetting language.
Social media has become a bedrock for people to voice their opinions worldwide. Due to the greater sense of freedom with the anonymity feature, it is possible to ...
Highlights- Social media posts consist of Hindi–English code switched language (low resource language).
- research-articleJanuary 2022
EDGly: detection of influential nodes using game theory
Multimedia Tools and Applications (MTAA), Volume 81, Issue 2Jan 2022, Pages 1625–1647https://doi.org/10.1007/s11042-021-11440-8AbstractIdentifying those nodes that play a critical role within a network is of great importance. Many applications such as gossip spreading, disease spreading, news dispersion, identifying prominent individuals in a social network, etc. may take ...
- research-articleJanuary 2022
An evolutionary game theory based approach for query expansion
Multimedia Tools and Applications (MTAA), Volume 81, Issue 2Jan 2022, Pages 1971–1995https://doi.org/10.1007/s11042-021-11297-xAbstractIn Information Retrieval (IR) Systems, an essential technique employed to improve accuracy and efficiency is Query Expansion (QE). QE is the technique that reformulates the original query by adding the relevant terms that aid the retrieval process ...
- ArticleApril 2020
A Multi-task Approach to Open Domain Suggestion Mining Using Language Model for Text Over-Sampling
Advances in Information RetrievalApr 2020, Pages 223–229https://doi.org/10.1007/978-3-030-45442-5_28AbstractConsumer reviews online may contain suggestions useful for improving commercial products and services. Mining suggestions is challenging due to the absence of large labeled and balanced datasets. Furthermore, most prior studies attempting to mine ...
- research-articleNovember 2018
“UTTAM”: An Efficient Spelling Correction System for Hindi Language Based on Supervised Learning
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Volume 18, Issue 1Article No.: 8, Pages 1–26https://doi.org/10.1145/3264620In this article, we propose a system called “UTTAM,” for correcting spelling errors in Hindi language text using supervised learning. Unlike other languages, Hindi contains a large set of characters, words with inflections and complex characters, ...