Popular GitHub Repositories for Natural Language Generation

NLP made easy

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

TextBox 2.0 is a text generation library with pre-trained language models

? Paper reading list in conversational AI.

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 of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).

Author: Wenhao Yu (wyu1@nd.edu). ACM Computing Survey'22. Reading list for knowledge-enhanced text generation, with a survey.

Multimodal AI Story Teller, built with Stable Diffusion, GPT, and neural text-to-speech

Live Training for Open-source Big Models

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI

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.

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

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.

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

An NLP system for generating reading comprehension questions

Tracking the progress in end-to-end speech translation

Multilingual Generative Pretrained Model

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