webis-de / small-text
Active Learning for Text Classification in Python
☆608Updated this week
Alternatives and similar repositories for small-text:
Users that are interested in small-text are comparing it to the libraries listed below
- skweak: A software toolkit for weak supervision applied to NLP tasks☆923Updated 6 months ago
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆258Updated 4 months ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated 2 years ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆329Updated last year
- Zero and Few shot named entity & relationships recognition☆361Updated 3 months ago
- This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with enti…☆244Updated last year
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,327Updated last year
- Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13☆171Updated 4 months ago
- A python package for benchmarking interpretability techniques on Transformers.☆213Updated 5 months ago
- Few-shot Named Entity Recognition☆123Updated 2 years ago
- just a bunch of useful embeddings for scikit-learn pipelines☆484Updated 2 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…☆385Updated last year
- Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document …☆183Updated last year
- SpanMarker for Named Entity Recognition☆422Updated 2 months ago
- Multimodal model for text and tabular data with HuggingFace transformers as building block for text data☆602Updated 4 months ago
- All the goto functions you need to handle NLP use-cases, integrated in NLPretext☆140Updated 2 weeks ago
- ☆357Updated last year
- 🍳 Recipes for the Prodigy, our fully scriptable annotation tool☆490Updated 7 months ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆380Updated last year
- Robustness Gym is an evaluation toolkit for machine learning.☆442Updated 2 years ago
- Doubt your data, find bad labels.☆509Updated 8 months ago
- Neural information retrieval / Semantic search / Bi-encoders☆168Updated last year
- Augmenty is an augmentation library based on spaCy for augmenting texts.☆151Updated 9 months ago
- Autoregressive Entity Retrieval☆781Updated last year
- SpikeX - SpaCy Pipes for Knowledge Extraction☆397Updated 3 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
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆780Updated 10 months ago
- A library to synthesize text datasets using Large Language Models (LLM)☆151Updated 2 years ago
- [DEPRECATED] Adapt Transformer-based language models to new text domains☆87Updated last year
- ☆344Updated 3 years ago