Matches in SemOpenAlex for { <https://semopenalex.org/work/W2429667833> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2429667833 abstract "Deep neural networks have been successfully applied to many text matching tasks, such as paraphrase identification, question answering, and machine translation. Although ad-hoc retrieval can also be formalized as a text matching task, few deep models have been tested on it. In this paper, we study a state-of-the-art deep matching model, namely MatchPyramid, on the ad-hoc retrieval task. The MatchPyramid model employs a convolutional neural network over the interactions between query and document to produce the matching score. We conducted extensive experiments to study the impact of different pooling sizes, interaction functions and kernel sizes on the retrieval performance. Finally, we show that the MatchPyramid models can significantly outperform several recently introduced deep matching models on the retrieval task, but still cannot compete with the traditional retrieval models, such as BM25 and language models." @default.
- W2429667833 created "2016-06-24" @default.
- W2429667833 creator A5004759804 @default.
- W2429667833 creator A5020766468 @default.
- W2429667833 creator A5029998682 @default.
- W2429667833 creator A5032087333 @default.
- W2429667833 creator A5088621320 @default.
- W2429667833 date "2016-06-15" @default.
- W2429667833 modified "2023-09-27" @default.
- W2429667833 title "A Study of MatchPyramid Models on Ad-hoc Retrieval." @default.
- W2429667833 cites W1522301498 @default.
- W2429667833 cites W2014415866 @default.
- W2429667833 cites W2103305545 @default.
- W2429667833 cites W2128892113 @default.
- W2429667833 cites W2131876387 @default.
- W2429667833 cites W2136189984 @default.
- W2429667833 cites W2136542423 @default.
- W2429667833 cites W2156876426 @default.
- W2429667833 cites W2170738476 @default.
- W2429667833 cites W2291880741 @default.
- W2429667833 cites W2949989304 @default.
- W2429667833 hasPublicationYear "2016" @default.
- W2429667833 type Work @default.
- W2429667833 sameAs 2429667833 @default.
- W2429667833 citedByCount "31" @default.
- W2429667833 countsByYear W24296678332016 @default.
- W2429667833 countsByYear W24296678332017 @default.
- W2429667833 countsByYear W24296678332018 @default.
- W2429667833 countsByYear W24296678332019 @default.
- W2429667833 countsByYear W24296678332020 @default.
- W2429667833 countsByYear W24296678332021 @default.
- W2429667833 crossrefType "posted-content" @default.
- W2429667833 hasAuthorship W2429667833A5004759804 @default.
- W2429667833 hasAuthorship W2429667833A5020766468 @default.
- W2429667833 hasAuthorship W2429667833A5029998682 @default.
- W2429667833 hasAuthorship W2429667833A5032087333 @default.
- W2429667833 hasAuthorship W2429667833A5088621320 @default.
- W2429667833 hasConcept C105795698 @default.
- W2429667833 hasConcept C119857082 @default.
- W2429667833 hasConcept C154945302 @default.
- W2429667833 hasConcept C162324750 @default.
- W2429667833 hasConcept C165064840 @default.
- W2429667833 hasConcept C187736073 @default.
- W2429667833 hasConcept C203005215 @default.
- W2429667833 hasConcept C204321447 @default.
- W2429667833 hasConcept C23123220 @default.
- W2429667833 hasConcept C2780451532 @default.
- W2429667833 hasConcept C2780922921 @default.
- W2429667833 hasConcept C33923547 @default.
- W2429667833 hasConcept C41008148 @default.
- W2429667833 hasConcept C44291984 @default.
- W2429667833 hasConcept C70437156 @default.
- W2429667833 hasConcept C81363708 @default.
- W2429667833 hasConceptScore W2429667833C105795698 @default.
- W2429667833 hasConceptScore W2429667833C119857082 @default.
- W2429667833 hasConceptScore W2429667833C154945302 @default.
- W2429667833 hasConceptScore W2429667833C162324750 @default.
- W2429667833 hasConceptScore W2429667833C165064840 @default.
- W2429667833 hasConceptScore W2429667833C187736073 @default.
- W2429667833 hasConceptScore W2429667833C203005215 @default.
- W2429667833 hasConceptScore W2429667833C204321447 @default.
- W2429667833 hasConceptScore W2429667833C23123220 @default.
- W2429667833 hasConceptScore W2429667833C2780451532 @default.
- W2429667833 hasConceptScore W2429667833C2780922921 @default.
- W2429667833 hasConceptScore W2429667833C33923547 @default.
- W2429667833 hasConceptScore W2429667833C41008148 @default.
- W2429667833 hasConceptScore W2429667833C44291984 @default.
- W2429667833 hasConceptScore W2429667833C70437156 @default.
- W2429667833 hasConceptScore W2429667833C81363708 @default.
- W2429667833 hasLocation W24296678331 @default.
- W2429667833 hasOpenAccess W2429667833 @default.
- W2429667833 hasPrimaryLocation W24296678331 @default.
- W2429667833 hasRelatedWork W1966443646 @default.
- W2429667833 hasRelatedWork W1973435495 @default.
- W2429667833 hasRelatedWork W2069870183 @default.
- W2429667833 hasRelatedWork W2070740689 @default.
- W2429667833 hasRelatedWork W2093390569 @default.
- W2429667833 hasRelatedWork W2115584760 @default.
- W2429667833 hasRelatedWork W2131876387 @default.
- W2429667833 hasRelatedWork W2136189984 @default.
- W2429667833 hasRelatedWork W2170738476 @default.
- W2429667833 hasRelatedWork W2186845332 @default.
- W2429667833 hasRelatedWork W2250539671 @default.
- W2429667833 hasRelatedWork W2260194779 @default.
- W2429667833 hasRelatedWork W2536015822 @default.
- W2429667833 hasRelatedWork W2539671052 @default.
- W2429667833 hasRelatedWork W2648699835 @default.
- W2429667833 hasRelatedWork W2782157559 @default.
- W2429667833 hasRelatedWork W2783640434 @default.
- W2429667833 hasRelatedWork W2919115771 @default.
- W2429667833 hasRelatedWork W2949989304 @default.
- W2429667833 hasRelatedWork W2950133940 @default.
- W2429667833 isParatext "false" @default.
- W2429667833 isRetracted "false" @default.
- W2429667833 magId "2429667833" @default.
- W2429667833 workType "article" @default.