Alternatives and similar repositories for ASTRA:

Users that are interested in ASTRA are comparing it to the libraries listed below

• yueyu1030 / COSINE
  [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…
  ☆201Updated 2 years ago
• autonlab / weasel
  Weakly Supervised End-to-End Learning (NeurIPS 2021)
  ☆157Updated last year
• knodle / knodle
  A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently…
  ☆108Updated 5 months ago
• BatsResearch / wiser
  Framework for weakly supervised deep sequence taggers, focused on named entity recognition
  ☆79Updated 2 years ago
• yinwenpeng / BenchmarkingZeroShot
  ☆120Updated 4 years ago
• DFKI-NLP / thermostat
  Collection of NLP model explanations and accompanying analysis tools
  ☆145Updated last year
• allenai / allentune
  Hyperparameter Search for AllenNLP
  ☆134Updated last month
• jwieting / paraphrastic-representations-at-scale
  ☆74Updated 3 years ago
• microsoft / UST
  Uncertainty-aware Self-training
  ☆121Updated last year
• uwdata / errudite
  An Interactive Tool for Scalable and Reproducible Error Analysis.
  ☆106Updated 3 years ago
• JohnGiorgi / DeCLUTR
  The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…
  ☆381Updated last year
• infinitylogesh / mutate
  A library to synthesize text datasets using Large Language Models (LLM)
  ☆151Updated 2 years ago
• HazyResearch / bootleg
  Self-Supervision for Named Entity Disambiguation at the Tail
  ☆215Updated 2 years ago
• Guzpenha / transformer_rankers
  A library to conduct ranking experiments with transformers.
  ☆161Updated last year
• georgian-io / Transformers-Domain-Adaptation
  [DEPRECATED] Adapt Transformer-based language models to new text domains
  ☆86Updated 11 months ago
• allenai / cartography
  Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
  ☆199Updated 2 years ago
• IBM / low-resource-text-classification-framework
  Research framework for low resource text classification that allows the user to experiment with classification models and active learning…
  ☆100Updated 2 years ago
• allenai / vampire
  Variational Methods for Pretraining in Resource-limited Environments
  ☆174Updated 4 years ago
• Eric-Wallace / interpretability-tutorial-emnlp2020
  Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"
  ☆198Updated 4 years ago
• BatsResearch / zsl-kg
  Framework for zero-shot learning with knowledge graphs.
  ☆113Updated last year
• amzn / amazon-weak-ner-needle
  Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data
  ☆100Updated last year
• jayded / eraserbenchmark
  A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/
  ☆96Updated 2 years ago
• ZihanWangKi / XClass
  ☆59Updated 3 years ago
• facebookresearch / SentAugment
  SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…
  ☆361Updated 2 years ago
• allenai / naacl2021-longdoc-tutorial
  ☆344Updated 3 years ago
• JieyuZ2 / Awesome-Weak-Supervision
  A curated list of programmatic weak supervision papers and resources
  ☆188Updated last year
• timoschick / dino
  This repository contains the code for "Generating Datasets with Pretrained Language Models".
  ☆187Updated 3 years ago
• forest-snow / alps
  Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".
  ☆40Updated 3 years ago
• uds-lsv / bert-stable-fine-tuning
  On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines
  ☆134Updated last year
• FreddeFrallan / Contrastive-Tension
  State of the art Semantic Sentence Embeddings
  ☆98Updated 2 years ago