JieyuZ2 / Awesome-Weak-SupervisionLinks
A curated list of programmatic weak supervision papers and resources
☆189Updated 2 years ago
Alternatives and similar repositories for Awesome-Weak-Supervision
Users that are interested in Awesome-Weak-Supervision are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark☆226Updated last year
- Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics☆216Updated 3 years ago
- Self-training with Weak Supervision (NAACL 2021)☆163Updated 2 years ago
- ☆40Updated 2 years ago
- A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, …☆97Updated last year
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆89Updated 2 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆206Updated 3 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated 2 years ago
- A python package for benchmarking interpretability techniques on Transformers.☆215Updated last year
- Uncertainty-aware Self-training☆122Updated 2 years ago
- Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively …☆127Updated 3 years ago
- Enabling easy statistical significance testing for deep neural networks.☆338Updated last year
- ☆140Updated 2 years ago
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆55Updated 2 years ago
- Research framework for low resource text classification that allows the user to experiment with classification models and active learning…☆101Updated 3 years ago
- ☆97Updated 3 years ago
- ☆40Updated 6 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Updated 4 years ago
- Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".☆40Updated 4 years ago
- Official Code Repo for the Paper: "How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions", In NeurIPS 2…☆42Updated 3 years ago
- Summarize Massive Datasets using Submodular Optimization☆124Updated 7 months ago
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆153Updated 2 years ago
- Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings (EMNLP 2022 paper)☆75Updated last week
- ☆33Updated 4 years ago
- Official cleanlab repo is at https://github.com/cleanlab/cleanlab☆58Updated 2 years ago
- Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net…☆50Updated 2 years ago
- Collection of NLP model explanations and accompanying analysis tools☆144Updated 2 years ago
- A simple recipe for training and inferencing Transformer architecture for Multi-Task Learning on custom datasets. You can find two approa…☆99Updated 3 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆69Updated 5 years ago
- Repo for Aspire - A scientific document similarity model based on matching fine-grained aspects of scientific papers.☆54Updated 2 years ago