Neural Reading Comprehension

GPTKB entity

Predicate	Object
gptkbp:instanceOf	Natural Language Processing Task
gptkbp:application	gptkb:museum gptkb:Question_Answering
gptkbp:assesses	gptkb:ROUGE gptkb:BLEU Accuracy Exact Match F1 Score
gptkbp:bench	gptkb:SQuAD gptkb:MS_MARCO gptkb:DuoRC RACE NarrativeQA
gptkbp:challenge	Commonsense Reasoning Multi-hop Reasoning Ambiguous Questions Answer Span Detection Long Contexts
gptkbp:conference	gptkb:EMNLP gptkb:AAAI gptkb:NAACL gptkb:ICLR gptkb:NeurIPS gptkb:ACL
gptkbp:field	gptkb:Machine_Learning gptkb:artificial_intelligence Deep Learning
gptkbp:firstPapers	2014
gptkbp:goal	Extract Answers from Text Reason over Text Understand Contextual Information
https://www.w3.org/2000/01/rdf-schema#label	Neural Reading Comprehension
gptkbp:input	gptkb:Question Passage
gptkbp:notableModel	gptkb:DrQA gptkb:T5 gptkb:BiDAF gptkb:BERT gptkb:ALBERT gptkb:RoBERTa gptkb:XLNet
gptkbp:output	Answer
gptkbp:relatedTo	gptkb:Machine_Reading_Comprehension Natural Language Understanding Text Understanding
gptkbp:uses	gptkb:Neural_Networks Recurrent Neural Networks Convolutional Neural Networks Transformer Models Attention Mechanisms
gptkbp:bfsParent	gptkb:Danqi_Chen
gptkbp:bfsLayer	7