Data-driven dependency parsing of Vedic Sanskrit

O Hellwig, S Nehrdich, S Sellmer - Language Resources and Evaluation, 2023 - Springer
This paper describes the first data-driven parser for Vedic Sanskrit, an ancient Indo-Aryan
language in which a corpus of important religious and philosophical texts has been …

Keep it surprisingly simple: A simple first order graph based parsing model for joint morphosyntactic parsing in Sanskrit

A Krishna, A Gupta, D Garasangi… - Proceedings of the …, 2020 - aclanthology.org
Morphologically rich languages seem to benefit from joint processing of morphology and
syntax, as compared to pipeline architectures. We propose a graph-based model for joint …

TransLIST: A transformer-based linguistically informed Sanskrit tokenizer

J Sandhan, R Singha, N Rao, S Samanta… - ar** Natural Language Processing resources for a low resource language is a
challenging but essential task. In this paper, we present a Morphological Analyzer for …

Evaluating Cross Lingual Transfer for Morphological Analysis: a Case Study of Indian Languages

S Pawar, P Bhattacharyya… - Proceedings of the 20th …, 2023 - aclanthology.org
Recent advances in pretrained multilingual models such as Multilingual T5 (mT5) have
facilitated cross-lingual transfer by learning shared representations across languages …

GujMORPH-a dataset for creating gujarati morphological analyzer

J Baxi, B Bhatt - … of the Thirteenth Language Resources and …, 2022 - aclanthology.org
Computational morphology deals with the processing of a language at the word level. A
morphological analyzer is a key linguistic word-level tool that returns all the constituent …

Linguistically-Informed Neural Architectures for Lexical, Syntactic and Semantic Tasks in Sanskrit

J Sandhan - arxiv preprint arxiv:2308.08807, 2023 - arxiv.org
The primary focus of this thesis is to make Sanskrit manuscripts more accessible to the end-
users through natural language technologies. The morphological richness, compounding …

[PDF][PDF] Neural machine translation for Sanskrit to Malayalam using morphology and evolutionary word sense disambiguation

R Chingamtotattil, R Gopikakumari - Indonesian Journal of Electrical …, 2022 - academia.edu
Neural machine translation (NMT) is a fast-evolving MT paradigm and showed good results,
particularly in large training data circumstances, for several language pairs. In this paper, we …