Sungguk Han Sungguk

Korean sejong corpus download and simple analysis

GRu4Rec in TensorFlow

A Structured Self-attentive Sentence Embedding

data augmentation, named entity recognition, wordnet, word2vec, parser

An open-source NLP research library, built on PyTorch.

ProPara (Process Paragraph Comprehension) dataset and models

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning

C++ tensors with broadcasting and lazy computing

The most important NLP highlights of 2018 (PDF Report)

Must-read papers on Recommender System.

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

Mapping a variable-length sentence to a fixed-length vector using BERT model

Customized KoNLPy - Korean Natural Language Processing Toolkit KoNLPy wrapping code

TensorFlow code and pre-trained models for BERT

An experimental peer-to-peer Web browser

A collection of resources for Recommender Systems (RecSys)

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

An open source library for deep learning end-to-end dialog systems and chatbots.

NLP Shared tasks (NER, SRL) using NSML

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

Brood War API

Describing Chinese Characters with Recursive Radical Packing Language (RRPL)

DSTC7: End-to-End Conversation Modeling: Moving beyond Chitchat

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

TensorFlow Reinforcement Learning

a Deep Learning based Speller

Concatenate word and character embeddings in Keras