webis-de / small-text
Active Learning for Text Classification in Python
☆561Updated this week
Related projects ⓘ
Alternatives and complementary repositories for small-text
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆254Updated last week
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆153Updated last year
- skweak: A software toolkit for weak supervision applied to NLP tasks☆920Updated 2 months ago
- This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with enti…☆242Updated last year
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆323Updated last year
- just a bunch of useful embeddings☆466Updated 2 months ago
- Zero and Few shot named entity & relationships recognition☆349Updated 2 months ago
- A python package for benchmarking interpretability techniques on Transformers.☆212Updated last month
- SpanMarker for Named Entity Recognition☆401Updated 3 months ago
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆377Updated last year
- A library to synthesize text datasets using Large Language Models (LLM)☆151Updated last year
- Few-shot Named Entity Recognition☆122Updated 2 years ago
- [DEPRECATED] Adapt Transformer-based language models to new text domains☆86Updated 8 months ago
- A Python library for calculating a large variety of metrics from text☆315Updated last month
- Multimodal model for text and tabular data with HuggingFace transformers as building block for text data☆590Updated 3 weeks ago
- Research framework for low resource text classification that allows the user to experiment with classification models and active learning…☆97Updated 2 years ago
- ☆344Updated 3 years ago
- Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13☆160Updated 2 weeks ago
- Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document …☆177Updated 9 months ago
- Interpretable Evaluation for AI Systems☆361Updated last year
- Augmenty is an augmentation library based on spaCy for augmenting texts.☆151Updated 5 months ago
- This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-s…☆209Updated 5 months ago
- A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainabl…☆336Updated last year
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆777Updated 6 months ago
- A Simple Bulk Labelling Tool☆552Updated 2 months ago
- Doubt your data, find bad labels.☆503Updated 4 months ago
- All the goto functions you need to handle NLP use-cases, integrated in NLPretext☆139Updated 7 months ago
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,293Updated last year
- Clustering sentence embeddings to extract message intent☆167Updated 3 years ago
- Collection of NLP model explanations and accompanying analysis tools☆145Updated last year