Top 84 text-generation open source projects

Text-generation API via GPT-2 for Cloud Run

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

模仿莎士比亚创作戏剧！屌炸天的是还能创作金庸武侠小说！快star，保持更新！！

Summarization Papers

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

A tool that AI automatically recommends commit messages.

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

DGMs for NLP. A roadmap.

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

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

Python script to download public Tweets from a given Twitter account into a format suitable for AI text generation.

OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0

PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)

Set up the CTRL text-generating model on Google Compute Engine with just a few console commands.

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Source code and dataset for KDD 2019 paper "Towards Knowledge-Based Personalized Product Description Generation in E-commerce"

pre-training and fine-tuning framework for text generation

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

🔥 Korean GPT-2, KoGPT2 FineTuning cased. 한국어 가사 데이터 학습 🔥

NLP and Text Generation Experiments in TensorFlow 2.x / 1.x

Kadot, the unsupervised natural language processing library.

DELTA is a deep learning based natural language and speech processing platform.

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)

Large-scale pretraining for dialogue

A generic markov chain implementation in Rust.

Automatic Generation of Brief Summaries of Time-Series Data

GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型

GPT-2 French demo | Démo française de GPT-2

Code for Describing a Knowledge Base

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

A Large-scale Chinese Short-Text Conversation Dataset and Chinese pre-training dialog models

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

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

Chinese version of GPT2 training code, using BERT tokenizer.

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

A curated list of recent models of text generation and application

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

A text generation reading list maintained by Tsinghua Natural Language Processing Group.

✍🏻 gpt2-client: Easy-to-use TensorFlow Wrapper for GPT-2 117M, 345M, 774M, and 1.5B Transformer Models 🤖 📝

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

TextBox is an open-source library for building text generation system.

Code for Paper Abstract Writing through Editing Mechanism

text generation based on transformer

Generating Text through Adversarial Training(GAN) using Skip-Thought Vectors

Evidence-based Explanation Dataset (AACL-IJCNLP 2020)

A python library that makes AMR parsing, generation and visualization simple.

Python script to download public Tweets from a given Twitter account into a format suitable for AI text generation

PyTorch v1.2에서 생긴 Transformer API 를 이용한 간단한 Chitchat 챗봇

Website, documentation and examples for RiTa

Code & data accompanying the ICLR 2020 paper "Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation"

Spectrum is an AI that uses machine learning to generate Rap song lyrics

Regex: generate matching and non matching strings based on regex pattern.

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

Fiction generator with Tensorflow. 模仿王小波的风格的小说生成器

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization