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16 Documents (Short List) 
[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
explosion/prodigy-openai-recipes: ✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3
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2023-02-11 About
Matthew Honnibal sur Twitter : "We've been working on new prodi.gy workflows that let you use the @OpenAI API to kickstart your annotations, via zero- or few-shot learning. ..."
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2022-12-20 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
[2009.00236] A Survey of Deep Active Learning
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2022-09-06 About
Active Learning: A Survey (C. Aggarwal 2014)
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2022-09-06 About
Active Learning with AutoNLP and Prodigy
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2022-09-06 About
Active Learning for BERT: An Empirical Study - ACL Anthology
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2022-09-02 About
A framework for designing document processing solutions
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2022-09-02 About
[2204.08491] Active Learning Helps Pretrained Models Learn the Intended Task
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2022-04-20 About
[2007.00077] Similarity Search for Efficient Active Learning and Search of Rare Concepts
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2020-07-02 About
[1912.03927] Large deviations for the perceptron model and consequences for active learning
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2019-12-11 About
Active Learning | Synthesis Lectures on Artificial Intelligence and Machine Learning (2012)
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2019-08-07 About
Active learning literature survey (2010)
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2019-04-19 About
Weak Supervision: A New Programming Paradigm for Machine Learning | SAIL Blog
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2019-03-12 About
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