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gptkbp:instanceOf
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Natural Language Processing Task
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gptkbp:application
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gptkb:software
gptkb:Question_Answering
Social Media Analysis
Summarization
Biomedical Text Mining
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gptkbp:challenge
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Scalability
Ambiguity in Language
Domain Adaptation
Data Sparsity
Noisy Data
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gptkbp:fieldOfStudy
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gptkb:artificial_intelligence
gptkb:Natural_Language_Processing
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gptkbp:goal
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Extract structured information from unstructured text
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https://www.w3.org/2000/01/rdf-schema#label
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Information Extraction
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gptkbp:input
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Semi-structured Text
Unstructured Text
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gptkbp:method
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gptkb:Machine_Learning
Deep Learning
Rule-based Systems
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gptkbp:notableConference
|
gptkb:EMNLP
gptkb:COLING
gptkb:LREC
gptkb:NAACL
gptkb:ACL
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gptkbp:notableContributor
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gptkb:Mausam
gptkb:Andrew_McCallum
gptkb:Claire_Cardie
gptkb:Dan_Roth
gptkb:James_Pustejovsky
gptkb:Ralph_Grishman
gptkb:Yejin_Choi
gptkb:Heng_Ji
gptkb:Marta_Recasens
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gptkbp:notableTool
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gptkb:Stanford_CoreNLP
gptkb:AllenNLP
gptkb:GATE
gptkb:Apache_cTAKES
gptkb:OpenNLP
gptkb:ScispaCy
gptkb:SpaCy
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gptkbp:originatedIn
|
1980s
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gptkbp:output
|
Events
Relations
Entities
Facts
|
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gptkbp:relatedTo
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gptkb:Named_Entity_Recognition
gptkb:museum
gptkb:Text_Mining
gptkb:Relation_Extraction
Coreference Resolution
Event Extraction
Knowledge Base Construction
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gptkbp:trainer
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gptkb:ACE
gptkb:CoNLL
gptkb:TAC_KBP
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gptkbp:usedIn
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Digital Assistants
Search Engines
Knowledge Graph Construction
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gptkbp:bfsParent
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gptkb:Named_Entity_Recognition
gptkb:Question_Answering
gptkb:Text_Mining
gptkb:Ralph_Grishman
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|
gptkbp:bfsLayer
|
6
|