FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3212279921> ?p ?o ?g. }

• W3212279921 endingPage "7015" @default.
• W3212279921 startingPage "7009" @default.
• W3212279921 abstract "Compositional reasoning tasks such as multi-hop question answering require models to learn how to make latent decisions using only weak supervision from the final answer. Crowdsourced datasets gathered for these tasks, however, often contain only a slice of the underlying task distribution, which can induce unanticipated biases such as shallow word overlap between the question and context. Recent works have shown that discriminative training results in models that exploit these underlying biases to achieve a better held-out performance, without learning the right way to reason. We propose a generative context selection model for multi-hop QA that reasons about how the given question could have been generated given a context pair and not just independent contexts. We show that on HotpotQA, while being comparable to the state-of-the-art answering performance, our proposed generative passage selection model has a better performance (4.9% higher than baseline) on adversarial held-out set which tests robustness of model’s multi-hop reasoning capabilities." @default.
• W3212279921 created "2021-11-22" @default.
• W3212279921 creator A5001906708 @default.
• W3212279921 creator A5005779128 @default.
• W3212279921 creator A5008891846 @default.
• W3212279921 creator A5013502032 @default.
• W3212279921 creator A5035088083 @default.
• W3212279921 creator A5041114345 @default.
• W3212279921 creator A5076846819 @default.
• W3212279921 date "2021-11-01" @default.
• W3212279921 modified "2023-10-16" @default.
• W3212279921 title "Generative Context Pair Selection for Multi-hop Question Answering" @default.
• W3212279921 cites W2156557681 @default.
• W3212279921 cites W2609826708 @default.
• W3212279921 cites W2757978590 @default.
• W3212279921 cites W2889787757 @default.
• W3212279921 cites W2913222130 @default.
• W3212279921 cites W2949849869 @default.
• W3212279921 cites W2951328433 @default.
• W3212279921 cites W2953163841 @default.
• W3212279921 cites W2962718483 @default.
• W3212279921 cites W2962736243 @default.
• W3212279921 cites W2963339397 @default.
• W3212279921 cites W2963866616 @default.
• W3212279921 cites W2963969878 @default.
• W3212279921 cites W2964236999 @default.
• W3212279921 cites W2965373594 @default.
• W3212279921 cites W2970168256 @default.
• W3212279921 cites W2970442950 @default.
• W3212279921 cites W2979196189 @default.
• W3212279921 cites W2995404354 @default.
• W3212279921 cites W2997759614 @default.
• W3212279921 cites W3024881870 @default.
• W3212279921 cites W3035631598 @default.
• W3212279921 cites W3037831233 @default.
• W3212279921 cites W3082274269 @default.
• W3212279921 cites W3099700870 @default.
• W3212279921 cites W3100436891 @default.
• W3212279921 cites W3104657626 @default.
• W3212279921 cites W3105055324 @default.
• W3212279921 cites W3105753178 @default.
• W3212279921 cites W803028973 @default.
• W3212279921 hasPublicationYear "2021" @default.
• W3212279921 type Work @default.
• W3212279921 sameAs 3212279921 @default.
• W3212279921 citedByCount "0" @default.
• W3212279921 crossrefType "proceedings-article" @default.
• W3212279921 hasAuthorship W3212279921A5001906708 @default.
• W3212279921 hasAuthorship W3212279921A5005779128 @default.
• W3212279921 hasAuthorship W3212279921A5008891846 @default.
• W3212279921 hasAuthorship W3212279921A5013502032 @default.
• W3212279921 hasAuthorship W3212279921A5035088083 @default.
• W3212279921 hasAuthorship W3212279921A5041114345 @default.
• W3212279921 hasAuthorship W3212279921A5076846819 @default.
• W3212279921 hasConcept C104317684 @default.
• W3212279921 hasConcept C119857082 @default.
• W3212279921 hasConcept C154945302 @default.
• W3212279921 hasConcept C162324750 @default.
• W3212279921 hasConcept C165696696 @default.
• W3212279921 hasConcept C167966045 @default.
• W3212279921 hasConcept C185592680 @default.
• W3212279921 hasConcept C187736073 @default.
• W3212279921 hasConcept C204321447 @default.
• W3212279921 hasConcept C25906391 @default.
• W3212279921 hasConcept C2780451532 @default.
• W3212279921 hasConcept C31258907 @default.
• W3212279921 hasConcept C37736160 @default.
• W3212279921 hasConcept C38652104 @default.
• W3212279921 hasConcept C39890363 @default.
• W3212279921 hasConcept C41008148 @default.
• W3212279921 hasConcept C44291984 @default.
• W3212279921 hasConcept C55493867 @default.
• W3212279921 hasConcept C63479239 @default.
• W3212279921 hasConcept C81917197 @default.
• W3212279921 hasConcept C97931131 @default.
• W3212279921 hasConceptScore W3212279921C104317684 @default.
• W3212279921 hasConceptScore W3212279921C119857082 @default.
• W3212279921 hasConceptScore W3212279921C154945302 @default.
• W3212279921 hasConceptScore W3212279921C162324750 @default.
• W3212279921 hasConceptScore W3212279921C165696696 @default.
• W3212279921 hasConceptScore W3212279921C167966045 @default.
• W3212279921 hasConceptScore W3212279921C185592680 @default.
• W3212279921 hasConceptScore W3212279921C187736073 @default.
• W3212279921 hasConceptScore W3212279921C204321447 @default.
• W3212279921 hasConceptScore W3212279921C25906391 @default.
• W3212279921 hasConceptScore W3212279921C2780451532 @default.
• W3212279921 hasConceptScore W3212279921C31258907 @default.
• W3212279921 hasConceptScore W3212279921C37736160 @default.
• W3212279921 hasConceptScore W3212279921C38652104 @default.
• W3212279921 hasConceptScore W3212279921C39890363 @default.
• W3212279921 hasConceptScore W3212279921C41008148 @default.
• W3212279921 hasConceptScore W3212279921C44291984 @default.
• W3212279921 hasConceptScore W3212279921C55493867 @default.
• W3212279921 hasConceptScore W3212279921C63479239 @default.
• W3212279921 hasConceptScore W3212279921C81917197 @default.
• W3212279921 hasConceptScore W3212279921C97931131 @default.
• W3212279921 hasLocation W32122799211 @default.
• W3212279921 hasOpenAccess W3212279921 @default.

• next