A list of NLP resources focused on event extraction task

Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

A comprehensive, unified and modular event extraction toolkit.

GolfDB is a video database for Golf Swing Sequencing, which involves detecting 8 golf swing events in trimmed golf swing videos. This repo demos the baseline model, SwingNet.

Applying Deep Learning Approaches to Volleyball Data

Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).

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

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

Segmentation based event detection from Tweets. Published at NAACL SRW 2019

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

Event Detection and Domain Adaptation with Convolutional Neural Networks

A python package for processing eye movement data

The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals.

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)

RawHash is the first mechanism that can accurately and efficiently map raw nanopore signals to large reference genomes (e.g., a human reference genome) in real-time without using powerful computational resources (e.g., GPUs). Described by Firtina et al. (published at https://academic.oup.com/bioinformatics/article/39/Supplement_1/i297/7210440)

Python implementation of MABED (Mention-Anomaly-Based Event Detection)

🎵 A repository for manually annotating files to create labeled acoustic datasets for machine learning.