Papers with lexicon-driven approach
Empowering Low-Resource Regional Languages with Lexicons : A Comparative Study of NLP Tools for Morphosyntactic Analysis (2024.lrec-main)
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| Challenge: | a lack of human and financial resources makes integrating lexicon information to low-resource languages challenging. |
| Approach: | They propose to use a bilingual lexicon to integrate lexical information to low-resource language . they compare a lexiconal approach to a neural approach that uses a larger lexicone . |
| Outcome: | The proposed approach improves POS tagging while using different lexicon sizes. |