# Developing a Hybrid Morphological Analyzer for Low-Resource Languages
## 3 Methodology
### Dataset Creation
#### 3.1.3 Paradigm Generation
* [PERSON] (2003) [PERSON] _The Dravidian Languages_; Cambridge University Press: Cambridge, UK, 2003. Available online: [[https://books.google.co.in/books?id=54](https://books.google.co.in/books?id=54) fV7 Lwu3 fMC]([https://books.google.co.in/books?id=54](https://books.google.co.in/books?id=54) fV7 Lwu3 fMC) (accessed on 1 June 2024). * [PERSON] (1997) [PERSON] _Kannada Bhasha Suaroopa_; Kuvempu Kannada Research Center: Kuppalli, India, 1997. * [PERSON] et al. (2011) [PERSON]; [PERSON]; [PERSON] A Rule based Kannada Morphological Analyzer and Generator using Finite State Transducer. _Int. J. Comput. Appl._**2011**, _27_, 8. [CrossRef]* [PERSON] (2001) [PERSON] Morphological and syntactic paradigms: Arguments for a theory of paradigm linkage. In _Yarbook of Morphology 2001_; Springer: Dordrecht, The Netherlands, 2002; pp. 147-180. [CrossRef]
* [PERSON] et al. (2011) [PERSON]; [PERSON]; [PERSON]; [PERSON] Developing Oriya Morphological Analyzer Using Lt-Toolbox. In _Information Systems For Indian Languages_; Springer: Berlin/Heidelberg, Germany, 2011; pp. 124-129. * [PERSON] et al. (2018) [PERSON]; [PERSON]; [PERSON] A deep learning approach for Malayalam morphological analysis at character level. _Procedia Comput. Sci._**2018**, _132_, 47-54. * [PERSON] et al. (2017) [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Attention is all you need. _Adv. Neural Inf. Process. Syst._**2017**, _30_. * [PERSON] and [PERSON] (2008) [PERSON]; [PERSON] [PERSON] Hindi Morphological Analyzer and Generator. In Proceedings of the 2008 First International Conference on Emerging Trends in Engineering and Technology, Nagpur, India, 16-18 July 2008; pp. 1156-1159. * [PERSON] and [PERSON] (2013) [PERSON]; [PERSON] Statistical Morphological Analyzer for Hindi. In Proceedings of the Sixth International Joint Conference on Natural Language Processing, Nagoya, Japan, 14-19 October 2013; pp. 1007-1011. Available online: [[https://aclanthology.org/113-1136](https://aclanthology.org/113-1136)]([https://aclanthology.org/113-1136](https://aclanthology.org/113-1136)) (accessed on 1 June 2024). * [PERSON] et al. (2010) [PERSON]; [PERSON]; [PERSON] A Paradigm-Based Finite State Morphological Analyzer for Marathi. In Proceedings of the 1 st Workshop on South and Southeast Asian Natural Language Processing, Beijing, China, 2010; pp. 26-34. Available online: [[https://aclanthology.org/W10-3604](https://aclanthology.org/W10-3604)]([https://aclanthology.org/W10-3604](https://aclanthology.org/W10-3604)) (accessed on 1 June 2024). * [PERSON] et al. (2010) [PERSON]; [PERSON]; [PERSON]; [PERSON] A Sequence Labeling Approach to Morphological Analyzer for Tamil Language. _Int. J. Comput. Sci. Eng._**2010**, \(2\), 9. * [PERSON] et al. (2009) [PERSON]; [PERSON]; [PERSON] A Morphological Analyser for Malayalam--A Comparison of Different Approaches. _Int. J. Comput. Sci. Inf. Technol._**2009**, \(2\), 155-160. * [PERSON] and [PERSON] (2013) [PERSON]; [PERSON] Development of morphological analyzer for Kannada verbs. In Proceedings of the Fifth International Conference on Advances in Recent Technologies in Communication and Computing (ARTCom 2013), Bangalore, India, 20-21 September 2013; pp. 22-27. * [PERSON] and [PERSON] (2014) [PERSON]; [PERSON] Development of Morphological Stemmer, Analyzer and Generator for Kannada Nouns. In _Emerging Research in Electronics, Computer Science and Technology_; Springer: Mandya, India, 2014; pp. 713-723. * [PERSON] (2016) [PERSON] Morphological Analyzer for Kannada Inflectional Words Using Hybrid Approach. _Int. J. Comput. Linguist. Res._**2016**, \(7\), 133-161. * [PERSON] et al. (2011) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Kannada Morphological Analyser and Generator Using Trie. _IJCSN Int. J. Comput. Sci. Netw. Secur._**2011**, _11_, 112-116. * [PERSON] (1999) [PERSON] A network and process model for morphological analysis/generation.