endangered languages

Generative Simulation Benchmarking for heritage language revitalization programs for extreme data sparsity scenarios

The text discusses the challenge of building language models for critically endangered heritage languages under extreme data sparsity scenarios. The author recounts their personal experience with a minuscule dataset for a language like Halkomelem, highlighting the need for novel approaches for such situations.