Neural Text Generation NLP Tools

Tools and implementations for generating text using neural networks (RNNs, LSTMs, transformers) trained on raw text data. Includes character/word-level prediction, sequence generation, and language modeling. Does NOT include story generation systems, controlled/guided generation, large language models, or applications of generation (chatbots, summarization, translation).

There are 48 neural text generation tools tracked. 2 score above 50 (established tier). The highest-rated is batzner/tensorlm at 56/100 with 60 stars and 14 monthly downloads. 1 of the top 10 are actively maintained.

Get all 48 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	batzner/tensorlm Wrapper library for text generation / language models at character and word...	56	Established	60	Python
2	EagleW/PaperRobot Code for PaperRobot: Incremental Draft Generation of Scientific Ideas	51	Established	483	Python
3	microsoft/CodeMixed-Text-Generator This tool helps automatic generation of grammatically valid synthetic...	42	Emerging	58	Jupyter Notebook
4	tallpauley/wordsiv A Python library for generating text with a limited character set, with type...	39	Emerging	32	Python
5	yingpengma/Awesome-Story-Generation This repository collects an extensive list of awesome papers about Story...	39	Emerging	592	Python
6	Cyrilvallez/TextWiz An even simpler way to generate text with LLMs.	37	Emerging	3	Python
7	RUCAIBox/MVP This repository is the official implementation of our paper MVP: Multi-task...	35	Emerging	72	—
8	klaudia-nazarko/nlg-text-generation This repository contains Natural Language Generation (NLG) models aimed on...	35	Emerging	55	Jupyter Notebook
9	amidos2006/DeepTingle A Deep NN used to generate stories which will tingle your butt.	30	Emerging	40	HTML
10	tatianapassali/artificial-disfluency-generation Generating artificial disfluencies from fluent text easily and promptly	29	Experimental	15	Python
11	ymoslem/WLAC Translation Word-Level Auto-Completion, Scripts for WMT's paper	28	Experimental	5	Python
12	EngineeringSoftware/exLong exLong: Generating Exceptional Behavior Tests with Large Language Models	28	Experimental	8	Python
13	chychen/air_writing Online Hand Writing Recognition using BLSTM	26	Experimental	29	C#
14	HirojiFukuyama/pkuhole A PKU Hole Generator inplemented with LSTM. (Oral)	26	Experimental	5	Python
15	chungimungi/Generation-of-Colors-using-BiLSTMs A prompt based model that is trained to generate colors.	26	Experimental	5	Python
16	brunocampos01/federated-learning-for-text-generation Machine learning project using federated learning for text generation	26	Experimental	11	Python
17	MilaNLProc/simple-generation A python package to run inference with HuggingFace language and...	25	Experimental	28	Python
18	rsmath/Alternate-Reality Recurrent Neural Networks will allow me to sample new text (essays, poems,...	25	Experimental	4	Jupyter Notebook
19	VirtualRoyalty/TextGenESN The research course project about natural language generation via Echo State Network	25	Experimental	3	Jupyter Notebook
20	koizachek/VisionaryMachine Future Scenario Generators, based on GPT-4, GPT-3.5 text-davinci-003 and...	24	Experimental	5	Python
21	alexyar88/char-lstm-text-generation Char-based text generation with LSTM	24	Experimental	23	Jupyter Notebook
22	TailUFPB/storIA Generating short scary stories through language model.	23	Experimental	14	Python
23	PriyeshDave/Game-Of-Thrones-Text-Generation- This is a classic Text Generation problem, using scriptures of famous books,...	23	Experimental	2	Jupyter Notebook
24	vineetjohn/tf-generative-model Generative text model for Tensorflow	23	Experimental	2	Jupyter Notebook
25	amin-nejad/mimic-text-generation Master's project	23	Experimental	19	Jupyter Notebook
26	vineetjohn/attribute-based-text-generation Natural language generation given categorical attribute values	23	Experimental	6	Jupyter Notebook
27	parulc7/Alice-in-Wonderland Using Recurrent Neural Networks to predict text using the Alice in...	22	Experimental	3	Jupyter Notebook
28	jonas-becker/text-generation The official repository for the paper "Text Generation: A Systematic...	22	Experimental	3	Python
29	simoninithomas/Time-series-prediction-and-text-generation Built RNNs that can generate sequences based on input data - with a focus on...	22	Experimental	10	Jupyter Notebook
30	bnarasimha21/nlp-text-generation Natural language processing experiments with text generation models	22	Experimental	—	Python
31	afrozas/skip-thought-gan Generating Text through Adversarial Training(GAN) using Skip-Thought Vectors	21	Experimental	45	—
32	shivaneej/Genessay Genessay is a content generation system where the user can enter incomplete...	20	Experimental	9	CSS
33	mrzjy/Pass-It-On-Text-Generation A text generation model that models word-of-mouth rumor propagation...	18	Experimental	8	Python
34	akshitac8/Handwriting_Generation Handwriting Generation using recurrent neural network in Pytorch	18	Experimental	8	Jupyter Notebook
35	ElisaNguyen/Pokerator Automatic generator of new Pokémon names based on user input.	16	Experimental	2	Jupyter Notebook
36	victoriapedlar/isizulu-text-generation Open-Ended Text Generation in isiZulu: Decoding Strategies for a...	15	Experimental	2	Python
37	bolinocroustibat/word-generator-api Generates complete dictionary definitions that don't exist but sound...	14	Experimental	3	Python
38	limpa105/LovecraftText Deep Learning based Lovecraft text generator based on input	14	Experimental	1	Jupyter Notebook
39	mantzaris/BenchmarkDataNLP.jl Generate synthetic text from a variety of methods, eg. Context Free Grammars...	13	Experimental	—	Julia
40	ayyucedemirbas/StarTrekTOS-Script-Generator LSTM text generation model that generates new scripts for Star Trek TOS	13	Experimental	5	Jupyter Notebook
41	fork123aniket/Text-Generation Implementation of Multi-Layer LSTMs for word-level language modelling in Tensorflow	12	Experimental	3	Python
42	SENZO-NCEKANA/Slogan-Classifier-and-Generator LSTM-based slogan generator and industry classifier — TensorFlow, spaCy, Keras.	12	Experimental	1	Jupyter Notebook
43	camille-004/arpagen Codebase for Arpagen: A Corpus and Baseline for Phoneme-Level Text Generation.	11	Experimental	2	Python
44	harrisonpim/babbling :lips: speedy text generation with an LSTM RNN in keras	11	Experimental	2	Jupyter Notebook
45	sabina-talipova/nlp-site-assistant Generative Pre-trained Transformer test model	11	Experimental	—	Python
46	mchaney-dev/andromeda Easy longform text generation.	10	Experimental	1	Python
47	ArpitaChatterjee/Play-Generator Using RNN	10	Experimental	1	Jupyter Notebook
48	voytas75/TextGenerator-PowerShell The PowerShell Random Text Generator is a script that generates random text...	10	Experimental	1	PowerShell