More interactive weak supervision with FlyingSquid
☆317Sep 1, 2020Updated 5 years ago
Alternatives and similar repositories for flyingsquid
Users that are interested in flyingsquid are comparing it to the libraries listed below
Sorting:
- Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings☆77Jul 26, 2022Updated 3 years ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆926Sep 2, 2024Updated last year
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Mar 20, 2023Updated 2 years ago
- A system for quickly generating training data with weak supervision☆5,941May 2, 2024Updated last year
- A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently…☆108Sep 10, 2024Updated last year
- [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark☆227Feb 13, 2024Updated 2 years ago
- Self-training with Weak Supervision (NAACL 2021)☆163Jul 24, 2023Updated 2 years ago
- Data Programming by Demonstration (DPBD) for Document Classification☆35Jun 17, 2021Updated 4 years ago
- Active Learning for Text Classification in Python☆639Feb 1, 2026Updated last month
- Labelling platform for text using weak supervision.☆261Jun 24, 2022Updated 3 years ago
- Snorkel MeTaL: A framework for training models with multi-task weak supervision☆429Sep 16, 2019Updated 6 years ago
- SPEAR: Programmatically label and build training data quickly.☆109Jun 27, 2024Updated last year
- A knowledge base construction engine for richly formatted data☆412Jun 23, 2021Updated 4 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆206Aug 17, 2022Updated 3 years ago
- A curated list of programmatic weak supervision papers and resources☆191Mar 1, 2023Updated 3 years ago
- eSNN - Learning similarity measure from data☆12Nov 28, 2019Updated 6 years ago
- Data programming by demonstration for information extraction and span annotation☆34Sep 9, 2021Updated 4 years ago
- Converter from UD-trees to BART representation☆36Mar 6, 2024Updated 2 years ago
- Resources for Data Centric AI☆1,133Dec 13, 2023Updated 2 years ago
- Weakly supervised medical named entity classification☆73Dec 23, 2022Updated 3 years ago
- Automatically labeling training data☆108Jan 8, 2019Updated 7 years ago
- A modular active learning framework for Python☆2,339Feb 26, 2024Updated 2 years ago
- A collection of tutorials for Snorkel☆406Nov 20, 2024Updated last year
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets☆4,884Mar 2, 2026Updated last week
- The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic …☆3,637Feb 20, 2026Updated 2 weeks ago
- Self-Supervision for Named Entity Disambiguation at the Tail☆218Jun 14, 2022Updated 3 years ago
- A system for generating training labels via natural language explanations☆146Jun 24, 2019Updated 6 years ago
- PYthon Automated Term Extraction☆318Feb 8, 2023Updated 3 years ago
- Running Prodigy for a team of annotators☆53Jan 8, 2021Updated 5 years ago
- Open source library for few shot NLP☆79Jun 12, 2023Updated 2 years ago
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,358Jan 13, 2026Updated last month
- This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with enti…☆244Jun 19, 2023Updated 2 years ago
- Framework for weakly supervised deep sequence taggers, focused on named entity recognition☆78Feb 10, 2023Updated 3 years ago
- 🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy☆335Apr 25, 2025Updated 10 months ago
- Generating Training Data Made Easy☆43Jul 3, 2020Updated 5 years ago
- Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net…☆50Feb 28, 2023Updated 3 years ago
- Fuzzy string matching, grouping, and evaluation.☆791Jul 10, 2025Updated 8 months ago
- Deep learning with text doesn't have to be scary.☆274Dec 27, 2022Updated 3 years ago
- ☆106Oct 20, 2018Updated 7 years ago