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allenai/allennlp

allennlp

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

View on GitHub↗Upstream allenai/allennlp↗

Builder

Allen AI

Allen AI

allenai • ai-lab

Stars

11,895

Using upstream star count

Forks

2,220

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 15, 2017

Project creation date

README Summary

<div align="center"> <br> <img src="https://raw.githubusercontent.com/allenai/allennlp/main/docs/img/allennlp-logo-dark.png" width="400"/> <p> An Apache 2.0 NLP research library, built on PyTorch, for developing state-of-the-art deep learning models on a wide variety of linguistic tasks. </p> <hr/> </div> <p align="center"> <a href="https://github.com/allenai/allennlp/actions"> <img alt="CI" src="https://github.com/allenai/allennlp/workflows/CI/badge.svg?event

Community Evaluation

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AI Dev Skills

Unmapped

Attention MechanismsDeep Learning Architecture DesignLanguage Model Fine-tuningNamed Entity RecognitionNatural Language ProcessingNeural Network TrainingPyTorch Model DevelopmentReading ComprehensionSemantic Role LabelingSequence-to-Sequence ModelingText ClassificationTransfer Learning for NLP

Tags

Attention MechanismsDeep Learning Architecture DesignLanguage Model Fine-tuningNamed Entity RecognitionNatural Language ProcessingNeural Network TrainingPyTorch Model DevelopmentReading ComprehensionSemantic Role LabelingSequence-to-Sequence ModelingText ClassificationTransfer Learning for NLPCLI ToolCurated ListDeep LearningDockerEmbeddingsForkedHuggingFaceOpen SourcePyTorchPythonResearch / PapersRoadmapTransformersTutorial

Taxonomy

AI Trends

Transfer LearningFoundation ModelsNeural Language Understanding

category

Learning ResourcesFoundation ModelsRAG & RetrievalModel TrainingMLOps & InfrastructureDev Tools & Automation

Deployment Context

Self-hostedCloud APIOn-premise

Modalities

Text

Skill Areas

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 NLP

tag

CLI ToolCurated ListDeep LearningDockerEmbeddingsForkedHuggingFaceOpen SourcePyTorchPythonResearch / PapersRoadmapTransformersTutorial

Use Cases

Text ClassificationNamed Entity RecognitionSemantic Role LabelingReading ComprehensionQuestion AnsweringSentiment AnalysisText SummarizationLanguage Model TrainingCustom NLP Model Development

Recent Activity

Updated 3 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
high
Maturity
production

Categories

Learning ResourcesPrimaryRAG & RetrievalMLOps & InfrastructureDev Tools & AutomationFoundation ModelsModel TrainingSearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityProduct DiscoveryDeveloper 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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