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Extended Abstract: A Chatbot for Endangered Language Research

Extended Abstract: A Chatbot for Endangered Language Research

  • artificial-intelligence
  • large-language-models
Diego Cuadros, Jared Coleman, Ruben Rosales, Glenn Nelson
AmericasNLP @ NAACL 2025 - 5th Workshop on NLP for Indigenous Languages of the Americas
May 4, 2025

Abstract

We present a Retrieval-Augmented Generation (RAG)-enabled chatbot designed for low-resource language research, with a focus on aiding the preservation and study of endangered languages. Our system integrates three primary components: (1) a semantic search dictionary, (2) a semantic search grammar, and (3) a RAG chatbot that retrieves and generates responses from linguistic resources. These tools provide researchers and speakers with accessible, interactive ways to explore their language.


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