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entity-relation-extraction

A TensorFlow implementation of the paper _End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures_ (https://www.aclweb.org/anthology/P16-1105).

entity-relation-extraction-1

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案（比赛结束后完善代码）。Schema based Knowledge Extraction, SKE 2019

ernie

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

event-extraction

event-extraction-1

Template Based Event Extraction System for Latin American Terrorism News Articles (MUC3 Dataset)

event-extraction-2

基于法律裁判文书的事件抽取及其应用，包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容

event-relationships

event_extraction

eventextraction_law

eventstoryline

Materials for the StoryLine extraction task - annotated data, baselines and evaluation scripts, evaluation data.

fewrel

A Large-Scale Few-Shot Relation Extraction Dataset

framenet-extraction

Extracting concepts and relations from framenet

generatetextdqn

glore

Global Relation Embedding for Relation Extraction

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

hierarchical-attention-model

hierarchical attention model

iepy

Information Extraction in Python

information-extraction

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

intra-bag-and-inter-bag-attentions

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

isi-amr-event-extraction

jointentityandrelationextraction

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

kbp-el

kbp_event14

GatorDSR code

learningdl

三个月教你从零入门深度学习Tensorflow版配套代码

lrxgithubbase

lstm-er

Implementation of End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures in ACL2016.

lstm-sentiment-analysis

Sentiment Analysis with LSTMs in Tensorflow

machinelearning_python

some Algorithm of Machine Learning by python