Entity and Event Extraction from Scratch Using Minimal Training Data

Laura Wendlandt, Steve Wilson, Oana Ignat, Charles Welch, Li Zhang, Mingzhe Wang, Jia Deng, Rada Mihalcea

Research output: Contribution to conferencePaperpeer-review

Abstract

Understanding current world events in real-time involves sifting through newsarticles, tweets, photos, and videos from many different perspectives. The goal ofthe DARPA-funded AIDA project1is to automate much of this process, buildinga knowledge base that can be queried to strategically generate hypotheses aboutdifferent aspects of an event. We are participating in this project as a TA1 team,and we are building the first step of the overall system. Given raw multimodalinput (e.g., text, images, video), our goal is to generate a knowledge graph withentities, events, and relations.
Original languageEnglish
Pages1-9
Number of pages9
Publication statusPublished - 14 Nov 2018
EventText Analysis Conference (TAC) 2018 - Gaithersburg, United States
Duration: 13 Nov 201814 Nov 2018
https://tac.nist.gov/2018/index.html

Workshop

WorkshopText Analysis Conference (TAC) 2018
Abbreviated titleTAC 2018
Country/TerritoryUnited States
CityGaithersburg
Period13/11/1814/11/18
Internet address

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