Matches in SemOpenAlex for { <https://semopenalex.org/work/W3139615394> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W3139615394 abstract "Typically, automatic Question Answering (QA) approaches use the question in its entirety in the search for potential answers. We argue that decomposing complex factoid questions into separate facts about their answers is beneficial to QA, since an answer candidate with support coming from multiple independent facts is more likely to be the correct one. We broadly categorize decomposable questions as parallel or nested, and we present a novel question decomposition framework for enhancing the ability of single-shot QA systems to answer complex factoid questions. Essential to the framework are components for decomposition recognition, question rewriting ,a ndcandidate answer synthesis and re-ranking. We discuss the interplay among these, with particular emphasis on decomposition recognition, a process which, we argue, can be sufficiently informed by lexico-syntactic features alone. We validate our approach to decomposition by implementing the framework on top of IBM Watson TM , a state-of-the-art QA system, and showing a statistically significant improvement over its accuracy." @default.
- W3139615394 created "2021-04-13" @default.
- W3139615394 creator A5017559381 @default.
- W3139615394 creator A5056584557 @default.
- W3139615394 date "2013-01-01" @default.
- W3139615394 modified "2023-09-27" @default.
- W3139615394 title "Parallel and nested decomposition for factoid questions" @default.
- W3139615394 cites W110935435 @default.
- W3139615394 cites W1589153833 @default.
- W3139615394 cites W1694079474 @default.
- W3139615394 cites W198220271 @default.
- W3139615394 cites W2070844885 @default.
- W3139615394 cites W2084413241 @default.
- W3139615394 cites W2099762194 @default.
- W3139615394 cites W2100111574 @default.
- W3139615394 cites W2104798349 @default.
- W3139615394 cites W2106390866 @default.
- W3139615394 cites W2123504579 @default.
- W3139615394 cites W2129615379 @default.
- W3139615394 cites W2131192836 @default.
- W3139615394 cites W2131208289 @default.
- W3139615394 cites W2134489415 @default.
- W3139615394 cites W2137848173 @default.
- W3139615394 cites W2138295022 @default.
- W3139615394 cites W2158575857 @default.
- W3139615394 cites W2158890594 @default.
- W3139615394 cites W2162526436 @default.
- W3139615394 cites W2171278097 @default.
- W3139615394 cites W2182947637 @default.
- W3139615394 cites W2759659428 @default.
- W3139615394 cites W37696276 @default.
- W3139615394 hasPublicationYear "2013" @default.
- W3139615394 type Work @default.
- W3139615394 sameAs 3139615394 @default.
- W3139615394 citedByCount "0" @default.
- W3139615394 crossrefType "journal-article" @default.
- W3139615394 hasAuthorship W3139615394A5017559381 @default.
- W3139615394 hasAuthorship W3139615394A5056584557 @default.
- W3139615394 hasConcept C124681953 @default.
- W3139615394 hasConcept C154690210 @default.
- W3139615394 hasConcept C154945302 @default.
- W3139615394 hasConcept C171250308 @default.
- W3139615394 hasConcept C18903297 @default.
- W3139615394 hasConcept C189430467 @default.
- W3139615394 hasConcept C192562407 @default.
- W3139615394 hasConcept C199360897 @default.
- W3139615394 hasConcept C204321447 @default.
- W3139615394 hasConcept C23123220 @default.
- W3139615394 hasConcept C41008148 @default.
- W3139615394 hasConcept C44291984 @default.
- W3139615394 hasConcept C70388272 @default.
- W3139615394 hasConcept C86803240 @default.
- W3139615394 hasConcept C94124525 @default.
- W3139615394 hasConceptScore W3139615394C124681953 @default.
- W3139615394 hasConceptScore W3139615394C154690210 @default.
- W3139615394 hasConceptScore W3139615394C154945302 @default.
- W3139615394 hasConceptScore W3139615394C171250308 @default.
- W3139615394 hasConceptScore W3139615394C18903297 @default.
- W3139615394 hasConceptScore W3139615394C189430467 @default.
- W3139615394 hasConceptScore W3139615394C192562407 @default.
- W3139615394 hasConceptScore W3139615394C199360897 @default.
- W3139615394 hasConceptScore W3139615394C204321447 @default.
- W3139615394 hasConceptScore W3139615394C23123220 @default.
- W3139615394 hasConceptScore W3139615394C41008148 @default.
- W3139615394 hasConceptScore W3139615394C44291984 @default.
- W3139615394 hasConceptScore W3139615394C70388272 @default.
- W3139615394 hasConceptScore W3139615394C86803240 @default.
- W3139615394 hasConceptScore W3139615394C94124525 @default.
- W3139615394 hasLocation W31396153941 @default.
- W3139615394 hasOpenAccess W3139615394 @default.
- W3139615394 hasPrimaryLocation W31396153941 @default.
- W3139615394 hasRelatedWork W110935435 @default.
- W3139615394 hasRelatedWork W1492509605 @default.
- W3139615394 hasRelatedWork W1987115791 @default.
- W3139615394 hasRelatedWork W2070844885 @default.
- W3139615394 hasRelatedWork W2112449655 @default.
- W3139615394 hasRelatedWork W2118171728 @default.
- W3139615394 hasRelatedWork W2153937728 @default.
- W3139615394 hasRelatedWork W2396671901 @default.
- W3139615394 hasRelatedWork W2534455750 @default.
- W3139615394 hasRelatedWork W2558556270 @default.
- W3139615394 hasRelatedWork W2792480698 @default.
- W3139615394 hasRelatedWork W2885197251 @default.
- W3139615394 hasRelatedWork W2906722631 @default.
- W3139615394 hasRelatedWork W2912081728 @default.
- W3139615394 hasRelatedWork W2913352150 @default.
- W3139615394 hasRelatedWork W3035015039 @default.
- W3139615394 hasRelatedWork W306724193 @default.
- W3139615394 hasRelatedWork W3210502517 @default.
- W3139615394 hasRelatedWork W748083353 @default.
- W3139615394 hasRelatedWork W1999072251 @default.
- W3139615394 isParatext "false" @default.
- W3139615394 isRetracted "false" @default.
- W3139615394 magId "3139615394" @default.
- W3139615394 workType "article" @default.