Sungguk Han Sungguk

Easy Namuwiki Extractor

Korean sejong corpus download and simple analysis

A Structured Self-attentive Sentence Embedding

ProPara (Process Paragraph Comprehension) dataset and models

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

TenforFlow Implementation of Neural Factorization Machine

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private server services

TensorFlow implementation of an arbitrary order Factorization Machine

C++ tensors with broadcasting and lazy computing

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

The most important NLP highlights of 2018 (PDF Report)

A collection of resources for Recommender Systems (RecSys)

Code for the NIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"

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

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

An experimental peer-to-peer Web browser

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

Data repository for pretrained NLP models and NLP corpora.

TensorFlow code and pre-trained models for BERT

Concatenate word and character embeddings in Keras

Implementation of papers for text classification task on DBpedia

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Build A Chinese Movie Sentiment Classifier with Keras and Google Cloud ML Engine

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 Licens…

[CVPR 2017] Torch code for Visual Dialog