roomylee/rcnn-relation-extraction

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MIT License
Created over 6 years ago
Updated over 6 years ago

roomylee/rcnn-relation-extraction

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Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction

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

Jupyter Notebook

EMNLP-2019-Papers

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

Jupyter Notebook

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)

self-attention-relation-classification

transformer-tf

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

kaggle-sf

bio-words-clustering

Jupyter Notebook