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Allen Institute for AI (AI2) - Annotations (ML) - Arxiv Doc - Discuté avec Raphaël - Few-shot learning - Fine-tuning - Labeling data - Low-Resource NLP - Neural Ranking Models - Prompting/In-context learning - Provoc - SIGIR 2023 - Survey / Review - Text Classification - Uncertainty in Deep Learning -

Arxiv Doc ; Favoris ; Labeling data AND Semantic technology

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3 Documents

[2309.06131] Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection

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2023-09-14 About

[2209.01975] Selective Annotation Makes Language Models Better Few-Shot Learners

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2022-09-07 About

[2008.07267] A Survey of Active Learning for Text Classification using Deep Neural Networks

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2022-09-06 About