@article{weischedel-boschee-2018-last,
title = "Last Words: What Can Be Accomplished with the State of the Art in Information Extraction? A Personal View",
author = "Weischedel, Ralph and
Boschee, Elizabeth",
journal = "Computational Linguistics",
volume = "44",
number = "4",
month = dec,
year = "2018",
address = "Cambridge, MA",
publisher = "MIT Press",
url = "https://aclanthology.org/J18-4004",
doi = "10.1162/coli_a_00331",
pages = "651--658",
abstract = "Though information extraction (IE) research has more than a 25-year history, F1 scores remain low. Thus, one could question continued investment in IE research. In this article, we present three applications where information extraction of entities, relations, and/or events has been used, and note the common features that seem to have led to success. We also identify key research challenges whose solution seems essential for broader successes. Because a few practical deployments already exist and because breakthroughs on particular challenges would greatly broaden the technology{'}s deployment, further R and D investments are justified.",
}
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%0 Journal Article
%T Last Words: What Can Be Accomplished with the State of the Art in Information Extraction? A Personal View
%A Weischedel, Ralph
%A Boschee, Elizabeth
%J Computational Linguistics
%D 2018
%8 dec
%V 44
%N 4
%I MIT Press
%C Cambridge, MA
%F weischedel-boschee-2018-last
%X Though information extraction (IE) research has more than a 25-year history, F1 scores remain low. Thus, one could question continued investment in IE research. In this article, we present three applications where information extraction of entities, relations, and/or events has been used, and note the common features that seem to have led to success. We also identify key research challenges whose solution seems essential for broader successes. Because a few practical deployments already exist and because breakthroughs on particular challenges would greatly broaden the technology’s deployment, further R and D investments are justified.
%9 journal article
%R 10.1162/coli_a_00331
%U https://aclanthology.org/J18-4004
%U https://doi.org/10.1162/coli_a_00331
%P 651-658
Markdown (Informal)
[Last Words: What Can Be Accomplished with the State of the Art in Information Extraction? A Personal View](https://aclanthology.org/J18-4004) (Weischedel & Boschee, CL 2018)
ACL