FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2952754253> ?p ?o ?g. }

• W2952754253 abstract "Current research in automatic single document summarization is dominated by two effective, yet naive approaches: summarization by sentence extraction, and headline generation via bag-of-words models. While successful in some tasks, neither of these models is able to adequately capture the large set of linguistic devices utilized by humans when they produce summaries. One possible explanation for the widespread use of these models is that good techniques have been developed to extract appropriate training data for them from existing document/abstract and document/headline corpora. We believe that future progress in automatic summarization will be driven both by the development of more sophisticated, linguistically informed models, as well as a more effective leveraging of document/abstract corpora. In order to open the doors to simultaneously achieving both of these goals, we have developed techniques for automatically producing word-to-word and phrase-to-phrase alignments between documents and their human-written abstracts. These alignments make explicit the correspondences that exist in such document/abstract pairs, and create a potentially rich data source from which complex summarization algorithms may learn. This paper describes experiments we have carried out to analyze the ability of humans to perform such alignments, and based on these analyses, we describe experiments for creating them automatically. Our model for the alignment task is based on an extension of the standard hidden Markov model, and learns to create alignments in a completely unsupervised fashion. We describe our model in detail and present experimental results that show that our model is able to learn to reliably identify word- and phrase-level alignments in a corpus of pairs." @default.
• W2952754253 created "2019-06-27" @default.
• W2952754253 creator A5005020376 @default.
• W2952754253 creator A5019928111 @default.
• W2952754253 date "2009-07-04" @default.
• W2952754253 modified "2023-09-25" @default.
• W2952754253 title "Induction of Word and Phrase Alignments for Automatic Document Summarization" @default.
• W2952754253 cites W1567570606 @default.
• W2952754253 cites W157686461 @default.
• W2952754253 cites W1597655096 @default.
• W2952754253 cites W174630521 @default.
• W2952754253 cites W1964326564 @default.
• W2952754253 cites W1973923101 @default.
• W2952754253 cites W1974339500 @default.
• W2952754253 cites W1996333538 @default.
• W2952754253 cites W2006969979 @default.
• W2952754253 cites W2028339364 @default.
• W2952754253 cites W2038698865 @default.
• W2952754253 cites W2049633694 @default.
• W2952754253 cites W2053742104 @default.
• W2952754253 cites W2061235289 @default.
• W2952754253 cites W2077574412 @default.
• W2952754253 cites W2083393647 @default.
• W2952754253 cites W2100969003 @default.
• W2952754253 cites W2101390659 @default.
• W2952754253 cites W2103164118 @default.
• W2952754253 cites W2115167129 @default.
• W2952754253 cites W2116316001 @default.
• W2952754253 cites W2118686841 @default.
• W2952754253 cites W2133182690 @default.
• W2952754253 cites W2144637381 @default.
• W2952754253 cites W2147496287 @default.
• W2952754253 cites W2153804780 @default.
• W2952754253 cites W2156985047 @default.
• W2952754253 cites W2163205257 @default.
• W2952754253 cites W2270719270 @default.
• W2952754253 cites W317397600 @default.
• W2952754253 cites W99221312 @default.
• W2952754253 hasPublicationYear "2009" @default.
• W2952754253 type Work @default.
• W2952754253 sameAs 2952754253 @default.
• W2952754253 citedByCount "0" @default.
• W2952754253 crossrefType "posted-content" @default.
• W2952754253 hasAuthorship W2952754253A5005020376 @default.
• W2952754253 hasAuthorship W2952754253A5019928111 @default.
• W2952754253 hasConcept C138885662 @default.
• W2952754253 hasConcept C154945302 @default.
• W2952754253 hasConcept C162324750 @default.
• W2952754253 hasConcept C170858558 @default.
• W2952754253 hasConcept C177264268 @default.
• W2952754253 hasConcept C187736073 @default.
• W2952754253 hasConcept C199360897 @default.
• W2952754253 hasConcept C204321447 @default.
• W2952754253 hasConcept C23123220 @default.
• W2952754253 hasConcept C23224414 @default.
• W2952754253 hasConcept C2776224158 @default.
• W2952754253 hasConcept C2777530160 @default.
• W2952754253 hasConcept C2778689934 @default.
• W2952754253 hasConcept C2780451532 @default.
• W2952754253 hasConcept C41008148 @default.
• W2952754253 hasConcept C41895202 @default.
• W2952754253 hasConcept C90805587 @default.
• W2952754253 hasConceptScore W2952754253C138885662 @default.
• W2952754253 hasConceptScore W2952754253C154945302 @default.
• W2952754253 hasConceptScore W2952754253C162324750 @default.
• W2952754253 hasConceptScore W2952754253C170858558 @default.
• W2952754253 hasConceptScore W2952754253C177264268 @default.
• W2952754253 hasConceptScore W2952754253C187736073 @default.
• W2952754253 hasConceptScore W2952754253C199360897 @default.
• W2952754253 hasConceptScore W2952754253C204321447 @default.
• W2952754253 hasConceptScore W2952754253C23123220 @default.
• W2952754253 hasConceptScore W2952754253C23224414 @default.
• W2952754253 hasConceptScore W2952754253C2776224158 @default.
• W2952754253 hasConceptScore W2952754253C2777530160 @default.
• W2952754253 hasConceptScore W2952754253C2778689934 @default.
• W2952754253 hasConceptScore W2952754253C2780451532 @default.
• W2952754253 hasConceptScore W2952754253C41008148 @default.
• W2952754253 hasConceptScore W2952754253C41895202 @default.
• W2952754253 hasConceptScore W2952754253C90805587 @default.
• W2952754253 hasLocation W29527542531 @default.
• W2952754253 hasOpenAccess W2952754253 @default.
• W2952754253 hasPrimaryLocation W29527542531 @default.
• W2952754253 hasRelatedWork W144280133 @default.
• W2952754253 hasRelatedWork W2096264705 @default.
• W2952754253 hasRelatedWork W2510415884 @default.
• W2952754253 hasRelatedWork W2510759893 @default.
• W2952754253 hasRelatedWork W2533452169 @default.
• W2952754253 hasRelatedWork W2554125461 @default.
• W2952754253 hasRelatedWork W2627061452 @default.
• W2952754253 hasRelatedWork W2770328298 @default.
• W2952754253 hasRelatedWork W2903559363 @default.
• W2952754253 hasRelatedWork W2942355933 @default.
• W2952754253 hasRelatedWork W2989102449 @default.
• W2952754253 hasRelatedWork W3014539864 @default.
• W2952754253 hasRelatedWork W3023420335 @default.
• W2952754253 hasRelatedWork W3035043191 @default.
• W2952754253 hasRelatedWork W3080566208 @default.
• W2952754253 hasRelatedWork W3102561203 @default.
• W2952754253 hasRelatedWork W3127274523 @default.
• W2952754253 hasRelatedWork W3206992467 @default.

• next