Question Answering

GPTKB entity

Statements (59)
Predicate Object
gptkbp:instanceOf Natural Language Processing Task
gptkbp:application Search Engines
Customer Support
Virtual Assistants
gptkbp:approach Abstractive QA
Extractive QA
Generative QA
Retrieval-Augmented Generation
gptkbp:assesses Exact Match
F1 Score
gptkbp:challenge Scalability
Ambiguity
Answer Verification
Commonsense Reasoning
Context Understanding
Multi-hop Reasoning
gptkbp:field gptkb:artificial_intelligence
Computer Science
gptkbp:firstResearch 1960s
https://www.w3.org/2000/01/rdf-schema#label 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 gptkb:DrQA
gptkb:Evi
gptkb:Google_Assistant
gptkb:Siri
gptkb:ELIZA
gptkb:ChatGPT
gptkb:Watson
gptkb:Alexa
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
gptkbp:uses Structured Data
Text Data
Unstructured Data
gptkbp:bfsParent gptkb:large_language_model
gptkb:Language_Technologies
gptkb:Large_Language_Models
gptkbp:bfsLayer 5