sxrczh

NLP-progress

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.

CoreNLP

Stanford CoreNLP: A Java suite of core NLP tools.

keras

Deep Learning for humans

DISTRE

Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction - ACL 2019

ace2005parser

ACE2005事件抽取数据预处理

Event-Extraction

事件抽取相关算法汇总

relationPrediction

ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

pytorch_graph-rel

A PyTorch implementation of GraphRel

multihead_joint_entity_relation_extraction

Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

One-shot-Relational-Learning

Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)

ace2005-preprocessing

ACE 2005 corpus preprocessing for Event Extraction task

xlnet-Pytorch

Simple XLNet implementation with Pytorch Wrapper

chinese_sentiment

用tensorflow进行中文自然语言处理的情感分析

Event-Detection---Convolutional-Neural-Networks-CNN

Event Detection and Domain Adaptation with Convolutional Neural Networks

Entity-Relation-Extraction

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。Schema based Knowledge Extraction, SKE 2019

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

Extremely-Fine-Grained-Entity-Typing

PyTorch implementation of our paper "Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing" (NAACL19)

DiverseFewShot_Amazon

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

ChineseNRE

中文实体关系抽取，pytorch，bilstm+attention

bert-chinese-ner

使用预训练语言模型BERT做中文NER

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

NER-BERT-pytorch

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

pytorch-pcnn

supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取

Joint-Extraction-of-Entities-and-Relations-Based-on-a-Novel-Tagging-Scheme

Joint Extraction of Entities and Relations Based on cnn+rnn

FewRel

A Large-Scale Few-Shot Relation Extraction Dataset

pytorch-relation-extraction

distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取

open-entity-relation-extraction

Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.

KNET

Neural Entity Typing with Knowledge Attention

PCNN_C2SA

Source code and data for [Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction]