TobeyYang

DeCLUTR

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

HMNet

Official Implementation of "A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining""

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

pegasus

StyleDGPT

The code for ``STYLEDGPT: Stylized Response Generation with Pre-trained LanguageModels'' (Findings of EMNLP2020)

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

xla

Enabling PyTorch on XLA Devices (e.g. Google TPU)

UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

CLUECorpus2020

Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料

gdown.pl

Google Drive direct download of big files

gpt2-ml

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

image-gpt

S2S_Temp

Code for EMNLP2019 paper "Low-Resource Response Generation with Template Prior"

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

DPR

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

pigeonXT

🐦 Quickly annotate data from the comfort of your Jupyter notebook

google-research

Google Research

py-corenlp

Python wrapper for Stanford CoreNLP

nlg-eval

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

transformers

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

Yahoo-News-Dataset

Yahoo! news dataset of DeepCom (EMNLP2019)

awesome-deep-learning-papers

The most cited deep learning papers

awesome-text-generation

A curated list of recent models of text generation and application

papers

:paperclip: Summaries of papers on deep learning

texar

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

texar-pytorch

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/

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding