Self-training with Weak Supervision (NAACL 2021)
☆162Jul 24, 2023Updated 2 years ago
Alternatives and similar repositories for ASTRA
Users that are interested in ASTRA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [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
- OptimSeed - Seed Word Selection for Weakly-Supervised Text Classification [NAACL SRW 2021]☆14Mar 29, 2021Updated 5 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆155Mar 20, 2023Updated 3 years ago
- [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark☆227Feb 13, 2024Updated 2 years ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆926Sep 2, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- More interactive weak supervision with FlyingSquid☆315Sep 1, 2020Updated 5 years ago
- SPEAR: Programmatically label and build training data quickly.☆110Jun 27, 2024Updated last year
- ☆59Apr 24, 2021Updated 5 years ago
- A curated list of programmatic weak supervision papers and resources☆194Mar 1, 2023Updated 3 years ago
- ☆75Jul 2, 2021Updated 4 years ago
- Advances in Neural Information Processing Systems (NeurIPS 2021)☆23Nov 4, 2022Updated 3 years ago
- Active Learning for Text Classification in Python☆643Updated this week
- 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
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆359Feb 22, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Collection of NLP model explanations and accompanying analysis tools☆143Jun 26, 2023Updated 2 years ago
- Uncertainty-aware Self-training☆124Dec 20, 2023Updated 2 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
- A library to synthesize text datasets using Large Language Models (LLM)☆152Jan 17, 2023Updated 3 years ago
- Code for paper "ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models"☆17Mar 29, 2024Updated 2 years ago
- ☆76May 17, 2023Updated 3 years ago
- SummVis is an interactive visualization tool for text summarization.☆253Jun 17, 2022Updated 3 years ago
- Tokenize and clean strings in Python☆11Jan 11, 2018Updated 8 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆606Jun 15, 2022Updated 3 years ago
- Data Programming by Demonstration (DPBD) for Document Classification☆35Jun 17, 2021Updated 4 years ago
- NLPBench: Evaluating NLP-Related Problem-solving Ability in Large Language Models☆10Oct 27, 2023Updated 2 years ago
- ☆39Nov 27, 2025Updated 5 months ago
- Bootstrapped Unsupervised Sentence Representation Learning (ACL 2021)☆30Apr 27, 2022Updated 4 years ago
- Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data☆101Jul 25, 2023Updated 2 years ago
- ☆69May 1, 2025Updated last year
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆788May 19, 2024Updated 2 years ago
- ☆49Jun 12, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆59Jan 12, 2023Updated 3 years ago
- Code for Tangent Model Composition for Ensembling and Continual Fine-tuning (ICCV 2023) and Tangent Transformers for Composition, Privacy…☆14May 14, 2024Updated 2 years ago
- ☆46Apr 13, 2022Updated 4 years ago
- A package for fine tuning of pretrained NLP transformers using Semi Supervised Learning☆14Oct 27, 2021Updated 4 years ago
- EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering☆68Nov 26, 2021Updated 4 years ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆341Jul 6, 2023Updated 2 years ago
- ☆12Oct 10, 2021Updated 4 years ago