… In this paper, POS tagging using Hidden Markov Model (HMM), Conditional Random Fields
(… present and compare three taggers based on HMM, CRF and LSTM for Nepali language. …

… Authors in [56] used deep learning methods for the Nepali language. They used Long Short-…
Unit (GRU), and bidirectional variants to successfully tag Nepali words with high accuracy. …

… the viterbi algorithm used for Hiden Markov Model and applied it for automatic parts of speech
… al [11] reported tagging for Nepali language which is based on Hidden MarNov Model. …

… a Hidden Markov Model (HMM) with a lexicon and linguistic rules for Nepali POS tagging. …
models for fine-grain POS tagging for the Nepali language. We showed that deep learning …

… This paper presents POS tagging based on CRF for Nepali with a different feature set …
A hybrid tagger using Hidden Markov Model combined with rule-based method was also …

… of a natural language are assigned corresponding part of speech tags [11]. … tagger with a
Hidden Markov Model (HMM) based POS tagger and concluded that their proposed ME based …

… is also spoken in other countries such as Singapore, South Africa, and Nepal. Hindi is written
… Part-of-speech tagging for Gujarati using conditional random fields. In: Proceedings of the …

… Hidden Markov Model (HMM) was quite popular in the nineties. For example, Cutting et al. …
study for the Nepali language using a probabilistic and neural network-based approach [42]. …

… One of the first papers based on HMM (Hidden Markov Model) for speaker-independent
isolated word ASR system for the Nepali Language [2] using the six-state Hidden Markov Model (…

… part-ofspeech tagging and chunking tools for the Nepali text using sequential deep learning
models - … A Hidden Markov Model based Nepali POS tagging was reported in [7] using the …