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issac1zj's Projects

chinesenlpcorpus icon chinesenlpcorpus

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

dkgr icon dkgr

Learning to Walk with Dual Agents for Knowledge Graph Reasoning (AAAI'22)

dress icon dress

DRESS simplification model (EMNLP 2017) described in http://aclweb.org/anthology/D/D17/D17-1062.pdf

dsner icon dsner

Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning

eventtriplesextraction icon eventtriplesextraction

An experiment and demo-level tool for text information extraction (event-triples extraction), which can be a route to the event chain and topic graph, 基于依存句法与语义角色标注的事件三元组抽取，可用于文本理解如文档主题链，事件线等应用。

gbdt icon gbdt

A simple GBDT in Python

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

lark icon lark

LAnguage Representations Kit

leakgan icon leakgan

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

machine-learning icon machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

mixtext icon mixtext

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

opennre icon opennre

An Open-Source Package for Neural Relation Extraction (NRE)

pointer-generator icon pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

seqgan icon seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

stanfordnlp icon stanfordnlp

Official Stanford NLP Python Library for Many Human Languages

text2vec icon text2vec

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

text_gcn icon text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

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