[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

Unified Structure Generation for Universal Information 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

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

科大讯飞2020事件抽取挑战赛第一名解决方案&完整事件抽取系统

PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

A PyTorch implementation of GraphRel

🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.

使用基于Transformer的预训练模型在ACE2005数据集上进行事件抽取任务

Neural network models for joint POS tagging and dependency parsing (CoNLL 2017-2018)

ACL'2022: Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction

Nugget Proposal Networks for Chinese Event Detection

[ACL 2021-Findings] Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading."

Source code for ACL-IJCNLP 2021 Long paper: Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker.

Stanford CoNLL 2018 Graph-based Dependency Parser

基于pytorch_bert的中文多标签分类

Source code and dataset for EMNLP 2022 paper "MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction".

Code repo for ACL22 paper "DeepStruct: Pretraining of Language Models for Structure Prediction"

Code for our NAACL-2022 paper DEGREE: A Data-Efficient Generation-Based Event Extraction Model.

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。

BERT+Self-attention Encoder ; Biaffine Decoder ; Pytorch Implement

Source code for EMNLP-IJCNLP 2019 paper "Event Detection with Trigger-Aware Lattice Neural Network".

基于pytorch+bert的中文事件抽取

Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".

Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs

Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network" in TASLP