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Total Relationships: 103278
Source Entity
Source Type
Relationship
Target Entity
Type
Paper ID
Few Shot Performance
metric
improvedBy
GPT-2
material
32917.0
Few Shot Question Generation
task
evaluatedIn
TyDi QA Dataset
material
4848.0
Few Shot Question Generation
task
subTaskOf
Natural Language Generation
task
4848.0
Few Shot Regression
method
uses
Hierarchical Attention Network
method
39561.0
Few Shot Relation Classification
task
addresses
Long Tail Problem
otherentity
5579.0
Few Shot Relation Classification
task
evaluatedBy
FewRel Benchmarks
material
5579.0
Few Shot Relation Classification
task
isA
Few Shot Classification
task
4216.0
Few Shot Relation Classification
task
uses
Global Transformed Prototypical Networks
method
5579.0
Few Shot Relation Classification
task
uses
Learning to Match Paradigm
method
5579.0
Few Shot Relation Extraction
task
benefitsFrom
Textual Labels
material
30522.0
Few Shot Relation Extraction
task
demonstratedOn
Standard Datasets
material
31896.0
Few Shot Relation Extraction
task
evaluatedIn
FewRel 1.0
material
32885.0
Few Shot Relation Extraction
task
uses
Meta Learning Methods
method
5028.0
Few Shot Relation Extraction
task
uses
Prototype Network
method
32885.0
Few Shot Reranking
task
isA
Multi hop QA
task
37535.0
Few Shot Scenario
metric
assesses
Evaluation Benchmarks
metric
8290.0
Few Shot Semantic Parsing
task
evaluatedIn
Community Tasks
task
31325.0
Few Shot Semantic Parsing
task
uses
Controlled Sublanguage
otherentity
31325.0
Few Shot Sequence Tagging
task
includes
Named Entity Recognition
task
38495.0
Few Shot Sequence Tagging
task
includes
Part of Speech Tagging
task
38495.0
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