Evaluation and Enhancement of Natural Language Models in Spanish

Universidad de los Andes

FLAG Research Lab - A.I. and Machine Learning

Jan 2025 - Present

Bogotá, Colombia

Rubén Manrique Ph.D

Description

  • Research how to improve natural language models for Spanish medical contexts, focusing on text classification and named entity extraction tasks under Professor Ruben Manrique Ph.D.
  • Develop and train specialized models from scratch for specific Spanish medical domain tasks.
  • Conduct comparative evaluations between highly-trained models and large language models (LLMs) using prompting techniques such as zero-shot and few-shot learning.
Python Transformers BERT Spanish Language Models Zero-shot Learning Few-shot Learning NER Text Classification Medical NLP