There are 11 repositories under event-detection topic.
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)
A python library for social event detection
A list of NLP resources focused on event extraction task
Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?
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).
[ACL 2021-Findings] Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading."
A python package for processing eye movement data
Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".
The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals (ICASSP 2021)
Segmentation based event detection from Tweets. Published at NAACL SRW 2019
Papers from top conferences and journals for event extraction in recent years
RawHash can accurately and efficiently map raw nanopore signals to reference genomes of varying sizes (e.g., from viral to a human genomes) in real-time without basecalling. Described by Firtina et al. (published at https://academic.oup.com/bioinformatics/article/39/Supplement_1/i297/7210440).
A standardized, fair, and reproducible benchmark for evaluating event extraction approaches
Event Detection and Domain Adaptation with Convolutional Neural Networks
🎵 A repository for manually annotating files to create labeled acoustic datasets for machine learning.
Python implementation of MABED (Mention-Anomaly-Based Event Detection)
Sentence embeddings for unsupervised event detection in the Twitter stream: study on English and French corpora
Noise-level estimation using minima controlled recursive averaging approach and denoising using Stein's unbiased risk estimates in STFT domain.
PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".
SENTiVENT: Company-specific event detection in economic news
An unofficial code reproduction in the field of event extraction of EMNLP-19 paper "Event Detection with Multi-Order Graph Convolution and Aggregated Attention"
🔥 IJCAI 2023 (Macao, S.A.R) - IT4PSS Workshop 🥈
EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.
This repository is built with a focus on practical ways to obtain and work with the audio data of audioset. You can use this repository to download and precprocess audioset wav files for running the recipies of Audio Spectogram Transformer (AST) and Masked Autoencoder that listen (Audio - MAE).
Python implementation of Embed2Detect for event detection in social media