xgk

DeBERTa

The implementation of DeBERTa

decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

LEAM

mlflow

Open source platform for the complete machine learning lifecycle

MLTracker

The service of MLFlow

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

Parser-v1

releasing-research-code

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

S2V

ICLR 2018 Quick-Thought vectors

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

Tagger

Deep Semantic Role Labeling with Self-Attention

transformer-xl

transformer_lexical_shortcuts

Codebase accompanying the paper 'Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts', (Emelin, Denis, Ivan Titov, and Rico Sennrich, Third Conference on Machine Translation, Florence, 2019.)

xgk.github.io

My personal technical blog