Active Learning for Text Classification in Python
☆637Mar 8, 2026Updated 2 weeks ago
Alternatives and similar repositories for small-text
Users that are interested in small-text are comparing it to the libraries listed below
Sorting:
- skweak: A software toolkit for weak supervision applied to NLP tasks☆926Sep 2, 2024Updated last year
- Efficient few-shot learning with Sentence Transformers☆2,699Dec 11, 2025Updated 3 months ago
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets☆4,896Updated this week
- just a bunch of useful embeddings for scikit-learn pipelines☆523Feb 12, 2026Updated last month
- Research framework for low resource text classification that allows the user to experiment with classification models and active learning…☆101Mar 9, 2022Updated 4 years ago
- Collection of NLP model explanations and accompanying analysis tools☆144Jun 26, 2023Updated 2 years ago
- A modular active learning framework for Python☆2,343Feb 26, 2024Updated 2 years ago
- 🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy☆336Apr 25, 2025Updated 10 months ago
- A Python library for calculating a large variety of metrics from text☆361Jan 30, 2026Updated last month
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Mar 20, 2023Updated 3 years ago
- 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
- Toolkit for domain-specific information retrieval experimentation☆19Feb 24, 2026Updated 3 weeks ago
- Augmenty is an augmentation library based on spaCy for augmenting texts.☆157May 24, 2024Updated last year
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆267Nov 8, 2024Updated last year
- Doubt your data, find bad labels.☆516Jul 15, 2024Updated last year
- Leveraging BERT and c-TF-IDF to create easily interpretable topics.☆7,452Feb 20, 2026Updated last month
- [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
- SpanMarker for Named Entity Recognition☆465Jan 8, 2025Updated last year
- Fuzzy string matching, grouping, and evaluation.☆792Jul 10, 2025Updated 8 months ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,266Jul 24, 2025Updated 7 months ago
- A Simple Bulk Labelling Tool☆599Jul 29, 2025Updated 7 months ago
- Top2Vec learns jointly embedded topic, document and word vectors.☆3,109Nov 14, 2024Updated last year
- A python package for benchmarking interpretability techniques on Transformers.☆215Sep 29, 2024Updated last year
- Data augmentation for NLP☆4,652Jun 24, 2024Updated last year
- SummVis is an interactive visualization tool for text summarization.☆254Jun 17, 2022Updated 3 years ago
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,412Aug 30, 2023Updated 2 years ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆786May 19, 2024Updated last year
- SpikeX - SpaCy Pipes for Knowledge Extraction☆403Jul 30, 2021Updated 4 years ago
- 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
- Recon NER, Debug and correct annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality …☆105Feb 26, 2024Updated 2 years ago
- Self-training with Weak Supervision (NAACL 2021)☆163Jul 24, 2023Updated 2 years ago
- Zero and Few shot named entity & relationships recognition☆402Sep 17, 2025Updated 6 months ago
- A monolingual and cross-lingual meta-embedding generation and evaluation framework☆79Apr 29, 2022Updated 3 years ago
- This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-s…☆220Jan 20, 2025Updated last year
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,379Jul 10, 2025Updated 8 months ago
- A scalable & efficient active learning/data selection system for everyone.☆218Jul 8, 2024Updated last year
- Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively …☆128May 24, 2022Updated 3 years ago
- Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, …☆678Jan 25, 2026Updated last month
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆396May 11, 2023Updated 2 years ago