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acl2019-odee

This is the code for our ACL 2019 paper "Open Domain Event Extraction Using Neural Latent Variable Models"

agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

autoie2

[NLPCC 2021] Shared Task on AutoIE2: Sub-Event Identification

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-mlss

List of summer schools in machine learning + related fields across the globe

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-rl

Reinforcement learning resources curated

because

BECAUSE annotated corpus

case-2021-shared-task

Information and data related to the ProtestNews shared task at CASE @ ACL-IJCNLP 2021 workshop

causal-timebank

causeway

Tagger for explicit cause-and-effect relationships in text

ccks-2020

CCKS 2020：新冠知识图谱构建与问答评测（四）新冠知识图谱问答评测

ccks-2020-event-extraction

CCKS 2020：面向金融领域的小样本跨类迁移事件抽取。该项目实现基于MRC的事件抽取方法

ccks-2021-event-detection

基于BERT的事件检测模型，适用于MAVEN、ACE等数据集。

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

deep-learning-with-tensorflow-book

深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deeplearning

深度学习相关的模型训练、评估和预测相关代码

dive-into-dl-pytorch

本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。

docred

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

dsmo.course

Data Science and Matrix Optimization course

dygiepp

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

ecbplus

ECB+ and derived corpora

entity-relation-extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 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

eventstoryline

Event StoryLine Corpus - annotated data, baselines and evaluation scripts, evaluation data.

fake-news-detection

This repo is a collection of AWESOME things about fake news detection, including papers, code, etc.

freqpattern

Frequent Pattern Mining