Natural language processing for Nepali text: a review

TB Shahi, C Sitaula - Artificial Intelligence Review, 2022 - Springer
Because of the proliferation of Nepali textual documents online, researchers in Nepal and
overseas have started working towards its automated analysis for quick inferences, using …

Parts-of-speech tagging of Nepali texts with Bidirectional LSTM, Conditional Random Fields and HMM

A Pradhan, A Yajnik - Multimedia Tools and Applications, 2024 - Springer
Abstract Parts-of-Speech (POS) Tagging is one of the fundamental and pre-processing steps
for Natural Language Processing (NLP) tasks such as Text Summarization, Name Entity …

Nepali news classification using Naive Bayes, support vector machines and neural networks

TB Shahi, AK Pant - 2018 international conference on …, 2018 - ieeexplore.ieee.org
Automated news classification is the task of categorizing news into some predefined
category based on their content with the confidence learned from the training news dataset …

Survey on parts of speech tagger techniques

SG Kanakaraddi, SS Nandyal - 2018 International Conference …, 2018 - ieeexplore.ieee.org
In Natural Language processing (NLP) the POS tagger plays an important role. Many of the
NLP applications such as speech recognition, machine learning information processing …

Deep learning-based sequence labeling tools for Nepali

P Rai, S Chatterji, BG Kim - ACM Transactions on Asian and Low …, 2023 - dl.acm.org
A Part-of-Speech (POS) tagger and Chunker (or shallow parser) are sequence labeling
tools, crucial for improving the accuracy of Natural Language Processing (NLP) tasks like …

A deep learning approach for part-of-speech tagging in nepali language

G Prabha, PV Jyothsna, KK Shahina… - … on advances in …, 2018 - ieeexplore.ieee.org
Part of Speech (POS) tagging is the most fundamental task in various natural language
processing (NLP) applications such as speech recognition, information extraction and …

Sentiment analysis in Nepali: exploring machine learning and lexicon-based approaches

R Piryani, B Piryani, VK Singh… - Journal of Intelligent & …, 2020 - content.iospress.com
In recent times, sentiment analysis research has achieved tremendous impetus on English
textual data, however, a very less amount of research has been focused on Nepali textual …

Survey of nlp resources in low-resource languages nepali, sindhi and konkani

A Rajan, A Salgaonkar - … for Competitive Strategies (ICTCS 2020) ICT …, 2022 - Springer
Research results in different subdomains of NLP are enumerated and compared for Nepali,
Sindhi, and Konkani languages. These languages are spoken by relatively small …

Ship-LemmaTagger: Building an NLP toolkit for a Peruvian native language

J Pereira-Noriega, R Mercado-Gonzales… - Text, Speech, and …, 2017 - Springer
Abstract Natural Language Processing deals with the understanding and generation of texts
through computer programs. There are many different functionalities used in this area, but …

Automatic language identification: a case study of Pahari languages

R Gusain, SR Dash, S Parida, GN Jha - Language Resources and …, 2023 - Springer
In an attempt to expand the inclusiveness of Natural Language Processing, this paper
focuses on developing resources and building machine learning models to identify four …