allennlp

An open-source NLP research library, built on PyTorch.

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Builder

Allen AI

allenai • ai-lab

Stars

11,893

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Forks

2,223

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Activity Score

0/100

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Created

May 15, 2017

Project creation date

README Summary

AllenNLP is an open-source natural language processing research library built on PyTorch, designed to make deep learning for NLP accessible and reproducible. It provides high-level abstractions, pre-built models, and tools for training, evaluating, and deploying state-of-the-art NLP models. The library emphasizes research reproducibility and ease of experimentation with modular components and configuration-driven model development.

AI Dev Skills

Unmapped

Tags

Natural Language ProcessingDeep Learning Architecture DesignPyTorch Model DevelopmentNeural Network TrainingText ClassificationNamed Entity RecognitionSemantic Role LabelingReading ComprehensionLanguage Model Fine-tuningSequence-to-Sequence ModelingAttention MechanismsTransfer Learning for NLPFoundation ModelsNeural Language UnderstandingCustom NLP Model DevelopmentTransfer LearningText SummarizationSelf-hostedTextQuestion AnsweringSentiment AnalysisOn-premiseCloud APILanguage Model TrainingPython

Recent Activity

Updated 3 years ago

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Quality

production

Quality: high
Maturity: production

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created: May 15, 2017
Forked: Mar 22, 2026
Your last push: 3 years ago
Upstream last push: 3 years ago
Tracked since: Nov 22, 2022

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