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

All Algorithms implemented in Java

XLNet: Generalized Autoregressive Pretraining for Language Understanding

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

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

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

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

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

Google AI 2018 BERT pytorch implementation

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

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

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

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

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

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

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

东南大学《知识图谱》研究生课程

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

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。

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

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）

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

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

中文常用停用词表（哈工大停用词表、百度停用词表等）

新词发现 基于词频、凝聚系数和左右邻接信息熵

2019之江杯人工智能大赛电商评论观点挖掘赛道top3

基于TextRank算法的热词提取和自动文摘

实体识别和关系抽取的联合模型