flair
NLP toolkit
A framework for building state-of-the-art NLP models and performing text embeddings with support for multiple languages
A very simple framework for state-of-the-art Natural Language Processing (NLP)
14k stars
204 watching
2k forks
Language: Python
last commit: 6 days ago
Linked from 8 awesome lists
machine-learningnamed-entity-recognitionnatural-language-processingnlppytorchsemantic-role-labelingsequence-labelingword-embeddings
ethicalml/awesome-production-machine-learning
keon/awesome-nlp
bharathgs/awesome-pytorch-list
krzjoa/awesome-python-data-science
separius/awesome-sentence-embedding
caufieldjh/awesome-bioie
ksopyla/awesome-nlp-polish
osyvokon/awesome-ukrainian-nlpRelated projects:
| Repository | Description | Stars |
|---|---|---|
 axa-group/nlp.js | A comprehensive NLP library for building conversational AI systems with entity extraction, sentiment analysis, language identification, and more. | 6,283 |
 nltk/nltk | A comprehensive toolkit for natural language processing tasks in Python. | 13,620 |
 niderhoff/nlp-datasets | A collection of text datasets for use in Natural Language Processing | 5,775 |
 hankcs/hanlp | A multilingual NLP library providing efficient and user-friendly tools for text analysis | 33,920 |
 sebastianruder/nlp-progress | A comprehensive repository tracking progress in NLP tasks and their corresponding datasets. | 22,715 |
 bigscience-workshop/promptsource | A toolkit for creating and using natural language prompts to enable large language models to generalize to new tasks. | 2,696 |
 stanfordnlp/stanza | A Python library for natural language processing tasks in many human languages. | 7,294 |
 backprop-ai/backprop | A Python library that provides pre-trained models and tools for fine-tuning and deploying natural language processing tasks | 243 |
 goru001/inltk | A comprehensive toolkit for Natural Language Processing tasks in Indic languages, providing pre-trained models and datasets. | 822 |
 delip/pytorchnlpbook | A comprehensive Python tutorial and codebase for building natural language processing applications with PyTorch. | 1,991 |
 guillaumegenthial/sequence_tagging | Named Entity Recognition model using LSTM and CRF with character embeddings | 1,946 |
 sarnikowski/danish_transformers | An open-source collection of Danish language models for natural language processing tasks | 30 |
 proycon/pynlpl | A Python library for natural language processing tasks, including text manipulation and analysis. | 479 |
 brightmart/text_classification | An NLP project offering various text classification models and techniques for deep learning exploration | 7,861 |
 explosion/spacy | Industrial-strength NLP library for Python and Cython | 30,230 |