ABSTRACT

Robust Deep Semantics for Language Understanding   [open pdf - 618KB]

"The Robust Deep Semantics for Language Understanding project, pursued under the Deep Exploration and Filtering of Text program, began with a research focus on five areas: deep learning, textual inferential relations, relation & event extraction by distant supervision, semantic parsing & ontology expansion, and coreference resolution. As time went by, the program focus converged towards emphasizing technologies for knowledge base population. The project successfully pioneered methods for deep learning for natural language understanding, effective knowledge base construction from text, natural logic methods for text understanding, improved mention coreference algorithms, and the further development of multilingual tools in CoreNLP."

Report Number:
AFRL-RI-RS-TR-2018-149
Author:
Publisher:
Date:
2018-06
Copyright:
Public Domain
Retrieved From:
Defense Technical Information Center (DTIC): http://www.dtic.mil/dtic/
Format:
pdf
Media Type:
application/pdf
URL:
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