Search Results - "Baylor, Emi"
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A New Type of Typology: Improving the Utility of Linguistic Typology in Natural Language Processing via Continuous Data Representations
Published 01-01-2023“…Data from linguistic typology has the potential to aid in the training of natural language processing (NLP) models, especially for low-resource languages. This…”
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Dissertation -
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Multilingual Gradient Word-Order Typology from Universal Dependencies
Published 02-02-2024“…While information from the field of linguistic typology has the potential to improve performance on NLP tasks, reliable typological data is a prerequisite…”
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Journal Article -
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The Past, Present, and Future of Typological Databases in NLP
Published 20-10-2023“…Typological information has the potential to be beneficial in the development of NLP models, particularly for low-resource languages. Unfortunately, current…”
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Journal Article -
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Queer In AI: A Case Study in Community-Led Participatory AI
Published 08-06-2023“…2023 ACM Conference on Fairness, Accountability, and Transparency We present Queer in AI as a case study for community-led participatory design in AI. We…”
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Journal Article -
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BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
Published 09-11-2022“…Large language models (LLMs) have been shown to be able to perform new tasks based on a few demonstrations or natural language instructions. While these…”
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Journal Article