cytsinghua

communities

Library of community detection algorithms and visualization tools

dygiepp

Span-based system for named entity, relation, and event extraction.

mrc-for-flat-nested-ner

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

albert-chinese-ner

使用预训练语言模型ALBERT做中文NER

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

ArticlePairMatching

The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

Bert-Chinese-Text-Classification-Pytorch

使用Bert，ERNIE，进行中文文本分类

BERT-GNN-Dependency

BERT-NER

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

BERT-NER-TF

Named Entity Recognition with BERT using TensorFlow 2.0

bertNER

ChineseNER based on BERT, with BiLSTM+CRF layer

bertsum-chinese

chinese bertsum ； bertsum 抽取式模型中文版本；给出案例数据、全代码注释；下载即可训练、预测、学习

biaffine-ner

Named Entity Recognition as Dependency Parsing

chinese-event-extraction-pytorch

一个简单的中文事件抽取模型，触发词和实体联合标注识别，同时判定实体角色。

Chinese-sentence-pair-modeling

Use deep models including BiLSTM, ABCNN, ESIM, RE2, BERT, etc. and evaluate on 5 Chinese NLP datasets: LCQMC, BQ Corpus, ChineseSTS, OCNLI, CMNLI

CLUENER2020

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

Deep_Rec

存放推荐算法相关代码、文档、资料

dssm

DSSM and Multi-View DSSM

event_extraction

baidu aistudio event extraction competition

GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Google_MTL

Google多任务模型MMoE

Graph-Bert

Source code of Graph-Bert

HyperGAT_TextClassification

Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification

iir

Machine Learning / Natural Language Processing / Information Retrieval

kgpolicy

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

Labeled-LDA-Python

Implement of L-LDA Model(Labeled Latent Dirichlet Allocation Model) with python

pathlm_schema

Code for EMNLP 2020 paper `Connecting the Dots: Event Graph Schema Induction with Path Language Modeling`

qa_4_gaokao

spellGCN

A third-party implementation of paper《SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check》using tensorflow 1.12.0