Exploring the Potential of Large Language Models (LLMs) for Low-resource Languages: A Study on Named-Entity Recognition (NER) and Part-Of-Speech (POS) Tagging for Nepali Language.
Bipesh SubediSunil RegmiBal Krishna BalPraveen AcharyaPublished in: LREC/COLING (2024)
Keyphrases
- pos taggers
- pos tagging
- named entity recognition
- part of speech
- n gram
- language model
- natural language processing
- information extraction
- text summarization
- language modeling
- target language
- named entities
- word segmentation
- out of vocabulary
- conditional random fields
- domain adaptation
- semi supervised
- language independent
- probabilistic model
- dependency parsing
- natural language
- noun phrases
- maximum entropy
- retrieval model
- machine translation
- document retrieval
- information retrieval
- tf idf
- word sense disambiguation
- relation extraction
- multiword
- test collection
- text documents
- query expansion