AllenNLP is a state-of-the-art natural language processing (NLP) library, built on PyTorch, designed to support research in deep learning for NLP. It provides a flexible and easy-to-use platform for developing and evaluating NLP models, with a focus on deep learning techniques. The library includes a wide range of pre-built models and tools for tasks such as text classification, named entity recognition, semantic role labeling, and more. AllenNLP is developed by the Allen Institute for AI, with the goal of accelerating research in NLP and making it more accessible to the broader research community.
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Citation Level
2017
English, etc
Website Key Features
Pre-built Models
A collection of state-of-the-art models for various NLP tasks, ready to use out of the box.
Flexible Framework
Designed to be highly modular and extensible, allowing researchers to easily experiment with new models and algorithms.
Comprehensive Documentation
Extensive documentation and tutorials to help users get started and make the most of the library.
Active Community
A vibrant community of researchers and developers contributing to the library and providing support.
Integration with PyTorch
Built on top of PyTorch, leveraging its flexibility and efficiency for deep learning.
Model Training and Evaluation
Tools and utilities for training, evaluating, and fine-tuning models on custom datasets.
Dataset Readers
Support for reading and processing a wide range of NLP datasets in various formats.
Visualization Tools
Tools for visualizing model predictions, attention mechanisms, and other aspects of model behavior.
Research Papers
Access to research papers and articles that have used AllenNLP, showcasing its application in cutting-edge NLP research.
Open Source
Fully open-source, encouraging collaboration and contribution from the global research community.
Additional information
License
Apache License 2.0
GitHub Repository
https://github.com/allenai/allennlp
Contact Email
allennlp-contact@allenai.org
Official Website
https://allennlp.org
Social Media
Twitter: @allen_ai
Contributing
AllenNLP welcomes contributions from the community. Guidelines for contributing can be found on the GitHub repository.
Citing AllenNLP
If you use AllenNLP in your research, please cite the library using the provided citation in the documentation.
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