Repository Index

💫 Industrial-strength Natural Language Processing (NLP) in Python

• natural-language-processing
• data-science
• machine-learning
• python

Topic Modelling for Humans

• gensim
• topic-modeling
• information-retrieval
• machine-learning

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

• nlp
• embedding
• bert
• ernie

Unsupervised text tokenizer for Neural Network-based text generation.

• neural-machine-translation
• natural-language-processing
• word-segmentation

general natural language facilities for node

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

• python
• nlp
• natural-language-processing
• machine-learning

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

• keras
• deep-learning
• text-generation
• tensorflow

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

• machine-learning
• natural-language-processing
• tensorflow
• deep-learning

Self-contained Machine Learning and Natural Language Processing library in Go

• deep-learning
• machine-learning
• natural-language-processing
• neural-network

Neural question generation using transformers

• nlp
• nlg
• deep-learning
• transformer

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

• nlp
• natural-language-processing
• artificial-intelligence
• embeddings

Java API for Natural Language Generation. Originally developed by Ehud Reiter at the University of Aberdeen’s Department of Computing Science and co-founder of Arria NLG. This git repo is the official SimpleNLG version.

• simplenlg
• natural-language-generation
• nlg
• realiser

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

• natural-language-processing
• natural-language-generation
• nlg-dataset
• deep-learning

A tool for holistic analysis of language generations systems

An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)

Statistical NLG for spoken dialogue systems

• natural-language-generation
• dialogue
• seq2seq
• python

Convert a number to an approximated text expression: from '0.23' to 'less than a quarter'.

• natural-language-generation
• clojure
• number-to-words
• number-to-text

An NLP library for Uralic languages such as Finnish, Skolt Sami, Moksha and so on. Also supporting some non-Uralic languages such as Spanish, French, Arabic, Swedish, Norwegian, Russian and English. LLMs, FSTs and More!

• nlp-library
• uralic-languages
• finnish
• sami

A flexible and general-purpose ngrams library written in Ruby. Raingrams supports ngram sizes greater than 1, text/non-text grams, multiple parsing styles and open/closed vocabulary models.

• ruby
• ngrams

N-Gram generator in Ruby - http://en.wikipedia.org/wiki/N-gram

Surface realiser (part of a Natural Language Generation system) using Tree Adjoining Grammar

A generalized rack framework for text classifications.

The public release of the Babel2 framework, a framework for Fluid Construction Grammar, multi-agent experiments and Incremental Recruitment Language.