Search Results for author: Michael Ginn

Found 4 papers, 2 papers with code

GlossLM: Multilingual Pretraining for Low-Resource Interlinear Glossing

no code implementations11 Mar 2024 Michael Ginn, Lindia Tjuatja, Taiqi He, Enora Rice, Graham Neubig, Alexis Palmer, Lori Levin

A key aspect of language documentation is the creation of annotated text in a format such as interlinear glossed text (IGT), which captures fine-grained morphosyntactic analyses in a morpheme-by-morpheme format.

Robust Generalization Strategies for Morpheme Glossing in an Endangered Language Documentation Context

no code implementations5 Nov 2023 Michael Ginn, Alexis Palmer

Generalization is of particular importance in resource-constrained settings, where the available training data may represent only a small fraction of the distribution of possible texts.

Denoising

Taxonomic Loss for Morphological Glossing of Low-Resource Languages

1 code implementation29 Aug 2023 Michael Ginn, Alexis Palmer

Morpheme glossing is a critical task in automated language documentation and can benefit other downstream applications greatly.

SIGMORPHON 2023 Shared Task of Interlinear Glossing: Baseline Model

1 code implementation24 Mar 2023 Michael Ginn

Language documentation is a critical aspect of language preservation, often including the creation of Interlinear Glossed Text (IGT).

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