Matches in SemOpenAlex for { <https://semopenalex.org/work/W2953008162> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2953008162 abstract "It has been argued that analogy is the core of cognition. In AI research, algorithms for analogy are often limited by the need for hand-coded high-level representations as input. An alternative approach is to use high-level perception, in which high-level representations are automatically generated from raw data. Analogy perception is the process of recognizing analogies using high-level perception. We present PairClass, an algorithm for analogy perception that recognizes lexical proportional analogies using representations that are automatically generated from a large corpus of raw textual data. proportional analogy is an analogy of the form A:B::C:D, meaning A is to B as C is to D. lexical proportional analogy is a proportional analogy with words, such as carpenter:wood::mason:stone. PairClass represents the semantic relations between two words using a high-dimensional feature vector, in which the elements are based on frequencies of patterns in the corpus. PairClass recognizes analogies by applying standard supervised machine learning techniques to the feature vectors. We show how seven different tests of word comprehension can be framed as problems of analogy perception and we then apply PairClass to the seven resulting sets of analogy perception problems. We achieve competitive results on all seven tests. This is the first time a uniform approach has handled such a range of tests of word comprehension." @default.
- W2953008162 created "2019-06-27" @default.
- W2953008162 creator A5027819738 @default.
- W2953008162 date "2011-07-22" @default.
- W2953008162 modified "2023-09-27" @default.
- W2953008162 title "Analogy perception applied to seven tests of word comprehension" @default.
- W2953008162 cites W1512098439 @default.
- W2953008162 cites W1554237613 @default.
- W2953008162 cites W1567365482 @default.
- W2953008162 cites W1569415500 @default.
- W2953008162 cites W1582529697 @default.
- W2953008162 cites W1654905138 @default.
- W2953008162 cites W1983578042 @default.
- W2953008162 cites W1994565286 @default.
- W2953008162 cites W2014706780 @default.
- W2953008162 cites W2035701280 @default.
- W2953008162 cites W2052352158 @default.
- W2953008162 cites W2056147670 @default.
- W2953008162 cites W2074657344 @default.
- W2953008162 cites W2102515914 @default.
- W2953008162 cites W2123504579 @default.
- W2953008162 cites W2140887277 @default.
- W2953008162 cites W2145454741 @default.
- W2953008162 cites W2152358231 @default.
- W2953008162 cites W2159487986 @default.
- W2953008162 cites W2168579166 @default.
- W2953008162 cites W2787893582 @default.
- W2953008162 cites W2912934387 @default.
- W2953008162 cites W2950225692 @default.
- W2953008162 cites W2951317363 @default.
- W2953008162 cites W2953332543 @default.
- W2953008162 cites W2962689487 @default.
- W2953008162 cites W32302389 @default.
- W2953008162 cites W7157229 @default.
- W2953008162 hasPublicationYear "2011" @default.
- W2953008162 type Work @default.
- W2953008162 sameAs 2953008162 @default.
- W2953008162 citedByCount "0" @default.
- W2953008162 crossrefType "posted-content" @default.
- W2953008162 hasAuthorship W2953008162A5027819738 @default.
- W2953008162 hasConcept C138885662 @default.
- W2953008162 hasConcept C154945302 @default.
- W2953008162 hasConcept C15744967 @default.
- W2953008162 hasConcept C169760540 @default.
- W2953008162 hasConcept C199360897 @default.
- W2953008162 hasConcept C204321447 @default.
- W2953008162 hasConcept C2524010 @default.
- W2953008162 hasConcept C26760741 @default.
- W2953008162 hasConcept C2776401178 @default.
- W2953008162 hasConcept C33923547 @default.
- W2953008162 hasConcept C41008148 @default.
- W2953008162 hasConcept C41895202 @default.
- W2953008162 hasConcept C511192102 @default.
- W2953008162 hasConcept C521332185 @default.
- W2953008162 hasConcept C90805587 @default.
- W2953008162 hasConceptScore W2953008162C138885662 @default.
- W2953008162 hasConceptScore W2953008162C154945302 @default.
- W2953008162 hasConceptScore W2953008162C15744967 @default.
- W2953008162 hasConceptScore W2953008162C169760540 @default.
- W2953008162 hasConceptScore W2953008162C199360897 @default.
- W2953008162 hasConceptScore W2953008162C204321447 @default.
- W2953008162 hasConceptScore W2953008162C2524010 @default.
- W2953008162 hasConceptScore W2953008162C26760741 @default.
- W2953008162 hasConceptScore W2953008162C2776401178 @default.
- W2953008162 hasConceptScore W2953008162C33923547 @default.
- W2953008162 hasConceptScore W2953008162C41008148 @default.
- W2953008162 hasConceptScore W2953008162C41895202 @default.
- W2953008162 hasConceptScore W2953008162C511192102 @default.
- W2953008162 hasConceptScore W2953008162C521332185 @default.
- W2953008162 hasConceptScore W2953008162C90805587 @default.
- W2953008162 hasLocation W29530081621 @default.
- W2953008162 hasOpenAccess W2953008162 @default.
- W2953008162 hasPrimaryLocation W29530081621 @default.
- W2953008162 hasRelatedWork W1639027819 @default.
- W2953008162 hasRelatedWork W1937075317 @default.
- W2953008162 hasRelatedWork W2129726122 @default.
- W2953008162 hasRelatedWork W2141599568 @default.
- W2953008162 hasRelatedWork W2250189634 @default.
- W2953008162 hasRelatedWork W2251753273 @default.
- W2953008162 hasRelatedWork W2251989215 @default.
- W2953008162 hasRelatedWork W2551572025 @default.
- W2953008162 hasRelatedWork W2557321750 @default.
- W2953008162 hasRelatedWork W2573738471 @default.
- W2953008162 hasRelatedWork W2767997808 @default.
- W2953008162 hasRelatedWork W2787137977 @default.
- W2953008162 hasRelatedWork W2913142708 @default.
- W2953008162 hasRelatedWork W2920732287 @default.
- W2953008162 hasRelatedWork W2937769551 @default.
- W2953008162 hasRelatedWork W2950018201 @default.
- W2953008162 hasRelatedWork W2955503274 @default.
- W2953008162 hasRelatedWork W3083811308 @default.
- W2953008162 hasRelatedWork W3100802705 @default.
- W2953008162 hasRelatedWork W3170192073 @default.
- W2953008162 isParatext "false" @default.
- W2953008162 isRetracted "false" @default.
- W2953008162 magId "2953008162" @default.
- W2953008162 workType "article" @default.