Matches in SemOpenAlex for { <https://semopenalex.org/work/W3092565990> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W3092565990 abstract "Vector space models of words have long been claimed to capture linguistic regularities as simple vector translations, but problems have been raised with this claim. We decompose and empirically analyze the classic arithmetic word analogy test, to motivate two new metrics that address the issues with the standard test, and which distinguish between class-wise offset concentration (similar directions between pairs of words drawn from different broad classes, such as France--London, China--Ottawa, ...) and pairing consistency (the existence of a regular transformation between correctly-matched pairs such as France:Paris::China:Beijing). We show that, while the standard analogy test is flawed, several popular word embeddings do nevertheless encode linguistic regularities." @default.
- W3092565990 created "2020-10-15" @default.
- W3092565990 creator A5007620149 @default.
- W3092565990 creator A5069239428 @default.
- W3092565990 creator A5086919517 @default.
- W3092565990 date "2020-11-19" @default.
- W3092565990 modified "2023-09-23" @default.
- W3092565990 title "Analogies minus analogy test: measuring regularities in word embeddings" @default.
- W3092565990 cites W1614298861 @default.
- W3092565990 cites W2250189634 @default.
- W3092565990 cites W2250539671 @default.
- W3092565990 cites W2460442863 @default.
- W3092565990 cites W2572487292 @default.
- W3092565990 cites W2613264999 @default.
- W3092565990 cites W2739638526 @default.
- W3092565990 cites W2742131885 @default.
- W3092565990 cites W2758506174 @default.
- W3092565990 cites W2803176955 @default.
- W3092565990 cites W2865541675 @default.
- W3092565990 cites W2913433659 @default.
- W3092565990 cites W2963176474 @default.
- W3092565990 cites W2963341956 @default.
- W3092565990 cites W2963462013 @default.
- W3092565990 cites W2963491049 @default.
- W3092565990 cites W2964046079 @default.
- W3092565990 cites W2964207259 @default.
- W3092565990 cites W3013547323 @default.
- W3092565990 hasPublicationYear "2020" @default.
- W3092565990 type Work @default.
- W3092565990 sameAs 3092565990 @default.
- W3092565990 citedByCount "0" @default.
- W3092565990 crossrefType "proceedings-article" @default.
- W3092565990 hasAuthorship W3092565990A5007620149 @default.
- W3092565990 hasAuthorship W3092565990A5069239428 @default.
- W3092565990 hasAuthorship W3092565990A5086919517 @default.
- W3092565990 hasBestOaLocation W30925659901 @default.
- W3092565990 hasConcept C127313418 @default.
- W3092565990 hasConcept C138885662 @default.
- W3092565990 hasConcept C151730666 @default.
- W3092565990 hasConcept C154945302 @default.
- W3092565990 hasConcept C204321447 @default.
- W3092565990 hasConcept C2777267654 @default.
- W3092565990 hasConcept C41008148 @default.
- W3092565990 hasConcept C41895202 @default.
- W3092565990 hasConcept C521332185 @default.
- W3092565990 hasConcept C90805587 @default.
- W3092565990 hasConceptScore W3092565990C127313418 @default.
- W3092565990 hasConceptScore W3092565990C138885662 @default.
- W3092565990 hasConceptScore W3092565990C151730666 @default.
- W3092565990 hasConceptScore W3092565990C154945302 @default.
- W3092565990 hasConceptScore W3092565990C204321447 @default.
- W3092565990 hasConceptScore W3092565990C2777267654 @default.
- W3092565990 hasConceptScore W3092565990C41008148 @default.
- W3092565990 hasConceptScore W3092565990C41895202 @default.
- W3092565990 hasConceptScore W3092565990C521332185 @default.
- W3092565990 hasConceptScore W3092565990C90805587 @default.
- W3092565990 hasLocation W30925659901 @default.
- W3092565990 hasLocation W30925659902 @default.
- W3092565990 hasLocation W30925659903 @default.
- W3092565990 hasLocation W30925659904 @default.
- W3092565990 hasLocation W30925659905 @default.
- W3092565990 hasOpenAccess W3092565990 @default.
- W3092565990 hasPrimaryLocation W30925659901 @default.
- W3092565990 hasRelatedWork W2090708902 @default.
- W3092565990 hasRelatedWork W2270593706 @default.
- W3092565990 hasRelatedWork W2286424083 @default.
- W3092565990 hasRelatedWork W2408387521 @default.
- W3092565990 hasRelatedWork W2771944056 @default.
- W3092565990 hasRelatedWork W2774467464 @default.
- W3092565990 hasRelatedWork W3002251193 @default.
- W3092565990 hasRelatedWork W3157315903 @default.
- W3092565990 hasRelatedWork W4287902344 @default.
- W3092565990 hasRelatedWork W4300784056 @default.
- W3092565990 isParatext "false" @default.
- W3092565990 isRetracted "false" @default.
- W3092565990 magId "3092565990" @default.
- W3092565990 workType "article" @default.