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Lori Levin

5 accepted papers

2024

Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons

COLING 2024main

In this paper, we make a contribution that can be understood from two perspectives: from an NLP perspective, we introduce a small challenge dataset for NLI with large lexical overlap, which minimises the possibility of models discerning entailment solely based on token distinctions, and show that GP…

2024

GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text

EMNLP 2024main

Language documentation projects often involve 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. However, there are few existing resources providing large amounts of standardized, e…

Cited by 16SourcePDFScholar
2024

UCxn: Typologically Informed Annotation of Constructions Atop Universal Dependencies

COLING 2024main

The Universal Dependencies (UD) project has created an invaluable collection of treebanks with contributions in over 140 languages. However, the UD annotations do not tell the full story. Grammatical constructions that convey meaning through a particular combination of several morphosyntactic elemen…

2024

Wav2Gloss: Generating Interlinear Glossed Text from Speech

ACL 2024long

Thousands of the world’s languages are in danger of extinction—a tremendous threat to cultural identities and human language diversity. Interlinear Glossed Text (IGT) is a form of linguistic annotation that can support documentation and resource creation for these languages’ communities. IGT typical…

2020

Automatic Interlinear Glossing for Under-Resourced Languages Leveraging Translations

COLING 2020main

Interlinear Glossed Text (IGT) is a widely used format for encoding linguistic information in language documentation projects and scholarly papers. Manual production of IGT takes time and requires linguistic expertise. We attempt to address this issue by creating automatic glossing models, using mod…