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absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

bert-e2e-absa

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

bert-pytorch

Google AI 2018 BERT pytorch implementation

casee

Source code for ACL 2021 finding paper: CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction

casrel-pytorch-reimplement

Pytorch reimplement of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" ACL2020. The original code is written in keras.

casrelpytorch

Reimplement CasRel model in PyTorch.使用PyTorch对吉林大学CasRel模型进行复现，并在百度关系抽取数据集上训练测试。

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chinese-sentiment-datasets

中文文本情感分类数据集分享 chinese sentiment datasets

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。

cluener2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

coi

练手项目：Comment of Interest 电商文本评论数据挖掘 （爬虫 + 观点抽取 + 句子级和观点级情感分析）

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

e2e-tbsa

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

event-extraction

近年来事件抽取方法总结，包括中文事件抽取、开放域事件抽取、事件数据生成、跨语言事件抽取、小样本事件抽取、零样本事件抽取等类型，DMCNN、FramNet、DLRNN、DBRNN、GCN、DAG-GRU、JMEE、PLMEE等方法

hft-cnn

Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization

hybrid_attention_xml

Pytorch codes for "Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification"

java

All Algorithms implemented in Java

knowledgegraphcourse

东南大学《知识图谱》研究生课程

ner_entityrelationextration

实体识别和关系抽取的联合模型

new-word-discovery

新词发现 基于词频、凝聚系数和左右邻接信息熵

opinionet

2019之江杯人工智能大赛电商评论观点挖掘赛道top3

robertta_albert_bert_zh

微调bert相关模型，进行命名实体识别、意图分析（文本多分类）、相似句判断、同义句生成，构建智能问答

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

textrank

基于TextRank算法的热词提取和自动文摘

towe

Code and data for "Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling" (NAACL2019)

transformer-xl

x-transformer

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding