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deeplearning-models

A collection of various deep learning architectures, models, and tips

dgl

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

discobert

Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)

dl_eventextractionpapers

2015年以来基于深度学习方法的事件抽取论文整理

dressed

Entity Summarization with User Feedback, ESWC 2020

effective_extractive_summarization

Code for ACL 2019 paper: "Searching for Effective Neural Extractive Summarization: What Works and What's Next"

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

fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

fastsum

fewshotpapers

This repository contains few-shot learning (FSL) papers mentioned in our FSL survey.

gdl_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

generative-adversarial-networks-roadmap

The Roadmap to Learn Generative Adversarial Networks (GANs)

gitrepo2

Create a testing repo named GitRepo2

gnn_review

GNN综述阅读报告

gpt2-chinese

Chinese version of GPT2 training code, using BERT or BPE tokenizer.

gpt2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph-convolution-nlp

Graph Convolution Network for NLP

graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP

gridstudio

Grid studio is a web-based application for data science with full integration of open source data science frameworks and languages.

gt-css-class

Georgia Tech graduate seminar on computational social science

hdsa-dialog

Code and Data for ACL 2019 "Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention"

hgnn

Hypergraph Neural Networks (AAAI 2019)

jddc_solution_4th

2018-JDDC大赛第4名的解决方案

jiagu

Jiagu深度学习自然语言处理工具 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要

joint-parse-n-summarize

(AAAI'20) The source code for the paper "Joint Parsing and Generation for Abstractive Summarization".

joint_parse_summ

(AAAI'20) The source code for the paper "Joint Parsing and Generation for Abstractive Summarization".

kenlg-reading

Reading list for knowledge-enhanced text generation, with a survey

kgevetpred

knowledge-graph-tutorials-and-papers

Insightful Tutorials and Papers about Knowledge Graphs