Training data AND Machine learning: techniques
Descendants partagés
33 Documents
[2309.06131] Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection
Tags:
2023-09-14 A propos
Snorkel AI x Hugging Face: unlock foundation models for enterprises
Tags:
2023-04-08 A propos
explosion/prodigy-openai-recipes: ✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3
Tags:
2023-02-11 A propos
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. ..."
Tags:
2022-12-20 A propos
Use training data (hard labels) in LabelModel fit()? · Issue #1642 · snorkel-team/snorkel
Tags:
2022-12-08 A propos
[1810.02840] Training Complex Models with Multi-Task Weak Supervision
Tags:
2022-12-05 A propos
4. Using the Snorkel-Labeled Dataset for Text Classification - Practical Weak Supervision [Book]
Tags:
2022-12-05 A propos
[1605.07723] Data Programming: Creating Large Training Sets, Quickly
Tags:
2022-12-04 A propos
Labelling Data Using Snorkel - KDnuggets (2020)
Tags:
2022-11-25 A propos
[2209.01975] Selective Annotation Makes Language Models Better Few-Shot Learners
Tags:
2022-09-07 A propos
[2008.07267] A Survey of Active Learning for Text Classification using Deep Neural Networks
Tags:
2022-09-06 A propos
[2009.00236] A Survey of Deep Active Learning
Tags:
2022-09-06 A propos
Active Learning: A Survey (C. Aggarwal 2014)
Tags:
2022-09-06 A propos
Active Learning with AutoNLP and Prodigy
Tags:
2022-09-06 A propos
Active Learning for BERT: An Empirical Study - ACL Anthology
Tags:
2022-09-02 A propos
A framework for designing document processing solutions
Tags:
2022-09-02 A propos
Dealing with Data Scarcity in Natural Language Processing | by Yves Peirsman | NLPTown | Medium 2019)
Tags:
2022-07-18 A propos
[2204.08491] Active Learning Helps Pretrained Models Learn the Intended Task
Tags:
2022-04-20 A propos
Haystack Annotation Tool
Tags:
2022-01-27 A propos
Named Entity Recognition without Labelled Data: A Weak Supervision Approach (2020) (slides)
Tags:
2021-02-24 A propos
Snorkel is a fundamentally new interface to ML without hand-labeled training data
Tags:
2020-07-15 A propos
[2007.00077] Similarity Search for Efficient Active Learning and Search of Rare Concepts
Tags:
2020-07-02 A propos
[1912.03927] Large deviations for the perceptron model and consequences for active learning
Tags:
2019-12-11 A propos
Introducing the New Snorkel (2019)
Tags:
2019-12-07 A propos
Active Learning | Synthesis Lectures on Artificial Intelligence and Machine Learning (2012)
Tags:
2019-08-07 A propos
Weak Supervision: The New Programming Paradigm for Machine Learning
Tags:
2019-06-28 A propos
Google AI Blog: Harnessing Organizational Knowledge for Machine Learning (2019)
Tags:
2019-06-28 A propos
[1812.00417] Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale
Tags:
2019-06-28 A propos
Snorkel by HazyResearch
Tags:
2019-05-22 A propos
HazyResearch/metal: Snorkel MeTaL: A framework for training models with multi-task weak supervision
Tags:
2019-05-22 A propos
A Technique for Building NLP Classifiers Efficiently with Transfer Learning and Weak Supervision
Tags:
2019-05-22 A propos
Active learning literature survey (2010)
Tags:
2019-04-19 A propos
Weak Supervision: A New Programming Paradigm for Machine Learning | SAIL Blog
Tags:
2019-03-12 A propos