Event Extraction

130 papers with code • 8 benchmarks • 14 datasets

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Libraries

Use these libraries to find Event Extraction models and implementations
3 papers
222

Most implemented papers

Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works

ringbdstack/gdap 9 Oct 2021

Event Extraction bridges the gap between text and event signals.

COVID-19 event extraction from Twitter via extractive question answering with continuous prompts

viczong/extract_covid19_events_from_twitter 19 Mar 2023

As COVID-19 ravages the world, social media analytics could augment traditional surveys in assessing how the pandemic evolves and capturing consumer chatter that could help healthcare agencies in addressing it.

Description of the Odin Event Extraction Framework and Rule Language

commitd/baleen-examples 24 Sep 2015

Here we include a thorough definition of the Odin rule language, together with a description of the Odin API in the Scala language, which allows one to apply these rules to arbitrary texts.

Joint Extraction of Events and Entities within a Document Context

bishanyang/EventEntityExtractor NAACL 2016

Events and entities are closely related; entities are often actors or participants in events and events without entities are uncommon.

Deep Learning for Hate Speech Detection in Tweets

pinkeshbadjatiya/twitter-hatespeech 1 Jun 2017

Hate speech detection on Twitter is critical for applications like controversial event extraction, building AI chatterbots, content recommendation, and sentiment analysis.

Zero-Shot Transfer Learning for Event Extraction

wilburOne/ZeroShotEvent ACL 2018

Most previous event extraction studies have relied heavily on features derived from annotated event mentions, thus cannot be applied to new event types without annotation effort.

External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway

sbnlp/2017BioNLPEvaluation WS 2017

This paper evaluates the impact of various event extraction systems on automatic pathway curation using the popular mTOR pathway.