HazyResearch / reef
Automatically labeling training data
☆105Updated 6 years ago
Alternatives and similar repositories for reef:
Users that are interested in reef are comparing it to the libraries listed below
- Example using Polyaxon to experiment with pre-training spaCy☆65Updated 3 years ago
- A collection of simple tutorials for using Fonduer☆99Updated 4 years ago
- Running Prodigy for a team of annotators☆53Updated 4 years ago
- An Interactive Tool for Scalable and Reproducible Error Analysis.☆105Updated 3 years ago
- A system for generating training labels via natural language explanations☆146Updated 5 years ago
- Enso: An Open Source Library for Benchmarking Embeddings + Transfer Learning Methods☆95Updated 4 years ago
- ULMFiT + Siamese Network for Sentence Vectors☆34Updated 6 years ago
- ALMa (Active Learning Manager) Keeps track of labeled and unlabeled data for active learning☆41Updated 4 years ago
- Easy-to-use text representations extraction library based on the Transformers library.☆32Updated 2 years ago
- Notebooks configured to be run with Binder, usually found on my blog.☆42Updated last year
- A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently…☆108Updated 4 months ago
- Framework for weakly supervised deep sequence taggers, focused on named entity recognition☆79Updated last year
- The accompanying code for "Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understandin…☆21Updated 5 years ago
- A deep learning framework for building multimodal multi-task learning systems.☆110Updated last year
- A multi-stage neural search engine for the COVID-19 Open Research Dataset☆137Updated last year
- Embed categorical variables via neural networks.☆59Updated last year
- Getting started with AllenNLP and PyTorch by training a tweet classifier☆66Updated 7 years ago
- Negation detection NLP tool. If you use the code, please cite George Gkotsis, Sumithra Velupillai, Anika Oellrich, Harry Dean,…☆55Updated 7 years ago
- The weights for the embedding layer of Scandinavian UMLFiT language models☆32Updated 5 years ago
- Data programming by demonstration for information extraction and span annotation☆35Updated 3 years ago
- Snorkel MeTaL: A framework for training models with multi-task weak supervision☆424Updated 5 years ago
- WordMoversEmbeddings(WME) is a simple code for generating the vector representation of sentence/document for text classification and clus…☆81Updated 6 years ago
- Code and data for the WSDM '19 paper "Crosslingual Document Embedding as Reduced-Rank Ridge Regression (Cr5)"☆30Updated 5 years ago
- Use ML-Annotate to label data for machine learning purposes☆107Updated 4 years ago
- Official details for: [1803.08493] Context is Everything: Finding Meaning Statistically in Semantic Spaces☆39Updated 5 years ago
- Applying Snorkel to SuperGLUE☆23Updated 5 years ago
- Participant Kit for the TextGraphs-15 Shared Task on Explanation Regeneration☆19Updated 3 years ago
- Text Similarity Search Application using Modern NLP and Elasticsearch☆30Updated 4 years ago
- Inter-annotator agreement for Doccano☆27Updated 4 years ago
- ☆123Updated last year