Popular GitHub Repositories for Event Detection

A list of NLP resources focused on event extraction task

Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021

Papers from top conferences and journals for event extraction in recent years

A standardized, fair, and reproducible benchmark for evaluating event extraction approaches

DeepEE: Deep Event Extraction Algorithm Gallery (基于深度学习的开源中文事件抽取算法汇总)

[ACL 2021] MLBiNet: A Cross-Sentence Collective Event Detection Network

Sentence embeddings for unsupervised event detection in the Twitter stream: study on English and French corpora

PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".

An unofficial code reproduction in the field of event extraction of EMNLP-19 paper "Event Detection with Multi-Order Graph Convolution and Aggregated Attention"

Extraction of the five journalistic W-questions (5W) from news articles

【NLP】基于SVM的网络小说事件类型识别

Robust and Memory Efficient Event Detection and Tracking in Large News Feeds

VitalWatch is a cutting-edge ICU Surveillance Event Detection System designed to elevate patient monitoring within hospital intensive care units. Leveraging YOLO for real-time object detection and a Human-in-the-Loop (HITL) system for continuous improvement, this project ensures accurate, adaptive, and comprehensive surveillance.

Notebooks that use LLMs to work with historical documents and artefacts

Exploring multi-sensory integration and decision making in biologically inspired deep neural networks.