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08/23/2023
Prompt2Model: Generating Deployable Models from Natural Language Instructions
Large language models (LLMs) enable system builders today to create comp...
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07/02/2023
Large Language Models Enable Few-Shot Clustering
Unlike traditional unsupervised clustering, semi-supervised clustering a...
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05/26/2023
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions
Modern machine learning relies on datasets to develop and validate resea...
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05/04/2022
A Dataset for N-ary Relation Extraction of Drug Combinations
Combination therapies have become the standard of care for diseases such...
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02/25/2022
DataLab: A Platform for Data Analysis and Intervention
Despite data's crucial role in machine learning, most existing tools and...
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06/29/2021
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding
Decomposable tasks are complex and comprise of a hierarchy of sub-tasks....
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06/03/2021