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41 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
Snorkel AI x Hugging Face: unlock foundation models for enterprises
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2023-04-08 About
Improve OCR quality for receipt processing with Tesseract and Label Studio
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2023-03-13 About
explosion/prodigy-openai-recipes: ✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3
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2023-02-11 About
Daniel Vila Suero sur Twitter : "Data annotation powered by vector search and @CohereAI embeddings..."
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2023-01-23 About
tagtog · AI-enabled Text Annotation Tool | PDF, Markdown, CSV, html, tweets, & many more Document types
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2023-01-09 About
[Tutorial] How to Train LayoutLM on a Custom Dataset with Hugging Face
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2023-01-09 About
NLP Annotation Tools | UBIAI
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2022-12-21 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
Use training data (hard labels) in LabelModel fit()? · Issue #1642 · snorkel-team/snorkel
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2022-12-08 About
[1810.02840] Training Complex Models with Multi-Task Weak Supervision
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2022-12-05 About
4. Using the Snorkel-Labeled Dataset for Text Classification - Practical Weak Supervision [Book]
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2022-12-05 About
[1605.07723] Data Programming: Creating Large Training Sets, Quickly
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2022-12-04 About
Labelling Data Using Snorkel - KDnuggets (2020)
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2022-11-25 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
Dealing with Data Scarcity in Natural Language Processing | by Yves Peirsman | NLPTown | Medium 2019)
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2022-07-18 About
[2204.08491] Active Learning Helps Pretrained Models Learn the Intended Task
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2022-04-20 About
Haystack Annotation Tool
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2022-01-27 About
Explosion 💥 sur Twitter : "...annotation tool and AutoNLP to train state-of-the-art NLP models!"
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2021-12-30 About
Named Entity Recognition without Labelled Data: A Weak Supervision Approach (2020) (slides)
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2021-02-24 About
Snorkel is a fundamentally new interface to ML without hand-labeled training data
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2020-07-15 About
[2007.00077] Similarity Search for Efficient Active Learning and Search of Rare Concepts
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2020-07-02 About
NER algo benchmark: spaCy, Flair, m-BERT and camemBERT on anonymizing French commercial legal cases
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2019-12-17 About
[1912.03927] Large deviations for the perceptron model and consequences for active learning
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2019-12-11 About
Introducing the New Snorkel (2019)
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2019-12-07 About
[1908.08983] A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers
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2019-08-28 About
Active Learning | Synthesis Lectures on Artificial Intelligence and Machine Learning (2012)
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2019-08-07 About
Weak Supervision: The New Programming Paradigm for Machine Learning
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2019-06-28 About
Google AI Blog: Harnessing Organizational Knowledge for Machine Learning (2019)
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2019-06-28 About
[1812.00417] Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale
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2019-06-28 About
Snorkel by HazyResearch
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2019-05-22 About
HazyResearch/metal: Snorkel MeTaL: A framework for training models with multi-task weak supervision
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2019-05-22 About
A Technique for Building NLP Classifiers Efficiently with Transfer Learning and Weak Supervision
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2019-05-22 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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