gptkbp:instanceOf
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Natural Language Processing Task
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gptkbp:application
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Search Engines
Customer Support
Virtual Assistants
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gptkbp:approach
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Abstractive QA
Extractive QA
Generative QA
Retrieval-Augmented Generation
|
gptkbp:assesses
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Exact Match
F1 Score
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gptkbp:challenge
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Scalability
Ambiguity
Answer Verification
Commonsense Reasoning
Context Understanding
Multi-hop Reasoning
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gptkbp:field
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gptkb:artificial_intelligence
Computer Science
|
gptkbp:firstResearch
|
1960s
|
https://www.w3.org/2000/01/rdf-schema#label
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Question Answering
|
gptkbp:input
|
gptkb:Question
|
gptkbp:method
|
gptkb:museum
gptkb:Machine_Reading_Comprehension
Closed-domain Question Answering
Knowledge Base Question Answering
Open-domain Question Answering
|
gptkbp:notableFor
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gptkb:DrQA
gptkb:Evi
gptkb:Google_Assistant
gptkb:Siri
gptkb:ELIZA
gptkb:ChatGPT
gptkb:Watson
gptkb:Alexa
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gptkbp:output
|
Answer
|
gptkbp:relatedTo
|
gptkb:Dialogue_Systems
gptkb:Information_Extraction
gptkb:Reading_Comprehension
Knowledge Graphs
Natural Language Understanding
|
gptkbp:technology
|
gptkb:T5
gptkb:Transformers
gptkb:RAG
gptkb:BERT
gptkb:GPT
gptkb:RoBERTa
gptkb:XLNet
|
gptkbp:trainer
|
gptkb:SQuAD
gptkb:HotpotQA
gptkb:MS_MARCO
gptkb:Natural_Questions
gptkb:TriviaQA
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gptkbp:uses
|
Structured Data
Text Data
Unstructured Data
|
gptkbp:bfsParent
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gptkb:large_language_model
gptkb:Language_Technologies
gptkb:Large_Language_Models
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gptkbp:bfsLayer
|
5
|