Top 62 natural-language-generation open source projects

A curated list of resources dedicated to Natural Language Generation (NLG)

NLP made easy

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

Statistical NLG for spoken dialogue systems

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow

Tracking the progress in non-autoregressive generation (translation, transcription, etc.)

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Code for "MojiTalk: Generating Emotional Responses at Scale" https://arxiv.org/abs/1711.04090

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

SeqGAN tensorflow implementation

A PyTorch Implementation of "Toward Controlled Generation of Text"

Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words

PyTorch Implementation of OpenAI GPT-2

Random fun with statistical language models.

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction

NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation

ConvAI baseline solution

Generating Interactive Fiction worlds from story plots

Code for Describing a Knowledge Base

Paraphrase Generation model using pair-wise discriminator loss

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

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.

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

This Word Does Not Exist

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.

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

Neural question generation using transformers

Compendium of the resources available from top NLP conferences.

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

Accelerated Text is a no-code natural language generation platform. It will help you construct document plans which define how your data is converted to textual descriptions varying in wording and structure.

Reading list for knowledge-enhanced text generation, with a survey

Tracking the progress in end-to-end speech translation

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

Unsupervised Controllable Text Generation (Applied to text Formalization)

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Text2Text: Cross-lingual natural language processing and generation toolkit

Evaluating Machines by their Real-World Language Use

The NLG tool for Finnish

A collection of natural language processing notebooks.

Natural language generation for discrete data in EHRs

Author: Wenhao Yu ([email protected]). EMNLP'21. Sentence-Permuted Paragraph Generation.

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch

A tool that locates, downloads, and extracts machine translation corpora

🧐 Code & Data for Fact-based Text Editing (Iso et al; ACL 2020)

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

An API built on Plumber (R) utilizing Markovify, a Python package, wrapped in markovifyR (R). It builds a Markov Chain-model based on text (user input) and generates new text based on the model.

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

Easier Automatic Sentence Simplification Evaluation

A paper list of research conducted based on wikiHow

TACL 2020: Syntax-Guided Controlled Generation of Paraphrases

A curated list of resources dedicated to Natural Language Generation (NLG)

Reader Translator Generator - NMT toolkit based on pytorch

🤖 聊天机器人，对话模板

An NLP system for generating reading comprehension questions

Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions

Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)