Joohong Lee

awesome-relation-extraction. 📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

nlp-papers-with-arxiv. Statistics and accepted paper list of NLP conferences with arXiv link

EMNLP-2019-Papers. Statistics and Accepted paper list with arXiv link of EMNLP-IJCNLP 2019

cnn-relation-extraction. Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)

rcnn-text-classification. Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

rnn-text-classification-tf. Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

entity-aware-relation-classification. Tensorflow Implementation of "Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing" (arXiv 2019)

self-attentive-emb-tf. Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)

rcnn-relation-extraction. Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction

self-attention-relation-classification. Python

transformer-tf. Simple Tensorflow Implementation of Transformer introduced by "Attention is All You Need" (NIPS 2017)

kaggle-sf. HTML

bio-words-clustering. Jupyter Notebook