awesome-nlg

Alex Context NLG Dataset

A dataset for NLG in dialogue systems in the public transport information domain

Box-score data

This dataset consists of (human-written) NBA basketball game summaries aligned with their corresponding box- and line-scores

This shared task focuses on recent end-to-end (E2E), data-driven NLG methods, which jointly learn sentence planning and surface realisation from non-aligned data

Neural-Wikipedian

The repository contains the code along with the required corpora that were used in order to build a system that "learns" how to generate English biographies for Semantic Web triples

Computer-generated weather forecasts from weather.gov (US public forecast), along with corresponding weather data

WebNLG

The enriched version of the WebNLG - a resource for evaluating common NLG tasks, including Discourse Ordering, Lexicalization and Referring Expression Generation

This dataset gathers 728,321 biographies from wikipedia. It aims at evaluating text generation algorithms

The Schema-Guided Dialogue Dataset

The Schema-Guided Dialogue (SGD) dataset consists of over 20k annotated multi-domain, task-oriented conversations between a human and a virtual assistant

Company descriptions collected from Wikipedia. The dataset contains semantic representations, short, and long descriptions for 51K companies in English

YelpNLG provides resources for natural language generation of restaurant reviews

Chatito

Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

NNDIAL

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models

Plato

This is the Plato Research Dialogue System, a flexible platform for developing conversational AI agents

RNNLG

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains

TGen

Statistical NLG for spoken dialogue systems

compare-mt

A tool for holistic analysis of language generations systems

a benchmark environment for NLG with a focus on its Evaluation, both through human annotations and automated Metrics

NLG-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation

VizSeq

A Visual Analysis Toolkit for Text Generation Tasks

OpenCCG

OpenCCG library for parsing and realization with CCG

A programming language for multilingual grammar applications

EasyCCG

CCG: All combinators, common grammar format, parsing to logical form, parameter estimation for probabilistic CCG

CCG Lab

All combinators, common grammar format, parsing to logical form, parameter estimation for probabilistic CCG

CCGweb

A Web platform for parsing and annotation

Cron Expression Descriptor

A .NET library that converts cron expressions into human readable descriptions

Number Words

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

A NodeJS library that makes it easier to use GPT-3 by using presets

Random Story Generator

Using Natural Language Generation (NLG) to create a random short story

Tracery

A story-grammar generation library for JavaScript

aitextgen

A robust Python tool for text-based AI training and generation using GPT-2

graph-2-text

Graph to sequence implemented in Pytorch combining Graph convolutional networks and opennmt-py

Image Caption Generator

A Neural Network based generative model for captioning images using Tensorflow

lightnlg

A minimalistic codebase for finetuning and interacting with NLG models using PyTorch Lightning

PaperRobot: Incremental Draft Generation of Scientific Ideas

We present a PaperRobot who performs as an automatic research assistant

PPLM

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

Question Generation using hugstransformers

Question generation is the task of automatically generating questions from a text paragraph

Texar

Texar is a toolkit aiming to support a broad set of machine learning, especially natural language processing and text generation tasks

textgenrnn

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

This Word Does Not Exist

This is a project allows people to train a variant of GPT-2 that makes up words, definitions and examples from scratch

Transformers

State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch

Summary Generation From Structured Data

For converting information present in the form of structured data into natural language text

Accelerated Text

Automatically generate multiple natural language descriptions of your data varying in wording and structure

An open-source library for node.js or client side (browser) execution, based on the Pug template engine, to generate texts in English, French, German and Italian

An open-source tool for telling interactive, nonlinear stories

Genl

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

JSrealB

A JavaScript bilingual text realizer for web development

SimpleNLG

Java API for Natural Language Generation

SimpleNLG DE

German version of SimpleNLG 4

SimpleNLG-EnFr

SimpleNLG-EnFr 1.1 is a bilingual English/French adaption of SimpleNLG v4.2

calyx

A Ruby library for generating text with recursive template grammars

nalgene

Natural language generation language

Java template engine (with ports for C##, Objective-C, JavaScript, Scala) for generating source code, web pages, emails, or any other formatted text output