FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2948375400> ?p ?o ?g. }

• W2948375400 abstract "Cross-lingual word embeddings encode the meaning of words from different languages into a shared low-dimensional space. An important requirement for many downstream tasks is that word similarity should be independent of language - i.e., word vectors within one language should not be more similar to each other than to words in another language. We measure this characteristic using modularity, a network measurement that measures the strength of clusters in a graph. Modularity has a moderate to strong correlation with three downstream tasks, even though modularity is based only on the structure of embeddings and does not require any external resources. We show through experiments that modularity can serve as an intrinsic validation metric to improve unsupervised cross-lingual word embeddings, particularly on distant language pairs in low-resource settings." @default.
• W2948375400 created "2019-06-14" @default.
• W2948375400 creator A5013872183 @default.
• W2948375400 creator A5061166481 @default.
• W2948375400 creator A5081307846 @default.
• W2948375400 date "2019-06-05" @default.
• W2948375400 modified "2023-09-27" @default.
• W2948375400 title "A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity" @default.
• W2948375400 cites W165283731 @default.
• W2948375400 cites W168564468 @default.
• W2948375400 cites W1731081199 @default.
• W2948375400 cites W1875112053 @default.
• W2948375400 cites W1983345514 @default.
• W2948375400 cites W2008652694 @default.
• W2948375400 cites W2033193852 @default.
• W2948375400 cites W2033593667 @default.
• W2948375400 cites W2041532239 @default.
• W2948375400 cites W2057069782 @default.
• W2948375400 cites W2065157922 @default.
• W2948375400 cites W2095293504 @default.
• W2948375400 cites W2118123209 @default.
• W2948375400 cites W2126725946 @default.
• W2948375400 cites W2130339025 @default.
• W2948375400 cites W2147946282 @default.
• W2948375400 cites W2150102617 @default.
• W2948375400 cites W2153579005 @default.
• W2948375400 cites W2175002614 @default.
• W2948375400 cites W2187089797 @default.
• W2948375400 cites W2216065124 @default.
• W2948375400 cites W2250473257 @default.
• W2948375400 cites W2250533720 @default.
• W2948375400 cites W2250600805 @default.
• W2948375400 cites W2251033195 @default.
• W2948375400 cites W2251066368 @default.
• W2948375400 cites W2270364989 @default.
• W2948375400 cites W2282830431 @default.
• W2948375400 cites W2293491541 @default.
• W2948375400 cites W2294774419 @default.
• W2948375400 cites W2493916176 @default.
• W2948375400 cites W2497040301 @default.
• W2948375400 cites W2508069829 @default.
• W2948375400 cites W2561995736 @default.
• W2948375400 cites W2573062194 @default.
• W2948375400 cites W2626534681 @default.
• W2948375400 cites W2740132093 @default.
• W2948375400 cites W2741602058 @default.
• W2948375400 cites W2887838996 @default.
• W2948375400 cites W2949531524 @default.
• W2948375400 cites W2962684168 @default.
• W2948375400 cites W2962795068 @default.
• W2948375400 cites W2962824887 @default.
• W2948375400 cites W2963047628 @default.
• W2948375400 cites W2963118869 @default.
• W2948375400 cites W2963165489 @default.
• W2948375400 cites W2963602293 @default.
• W2948375400 cites W2964266061 @default.
• W2948375400 cites W2964325543 @default.
• W2948375400 cites W342285082 @default.
• W2948375400 hasPublicationYear "2019" @default.
• W2948375400 type Work @default.
• W2948375400 sameAs 2948375400 @default.
• W2948375400 citedByCount "1" @default.
• W2948375400 countsByYear W29483754002018 @default.
• W2948375400 crossrefType "posted-content" @default.
• W2948375400 hasAuthorship W2948375400A5013872183 @default.
• W2948375400 hasAuthorship W2948375400A5061166481 @default.
• W2948375400 hasAuthorship W2948375400A5081307846 @default.
• W2948375400 hasConcept C103278499 @default.
• W2948375400 hasConcept C104317684 @default.
• W2948375400 hasConcept C115961682 @default.
• W2948375400 hasConcept C132525143 @default.
• W2948375400 hasConcept C154945302 @default.
• W2948375400 hasConcept C162324750 @default.
• W2948375400 hasConcept C176217482 @default.
• W2948375400 hasConcept C185592680 @default.
• W2948375400 hasConcept C204321447 @default.
• W2948375400 hasConcept C21547014 @default.
• W2948375400 hasConcept C2524010 @default.
• W2948375400 hasConcept C2779478453 @default.
• W2948375400 hasConcept C33923547 @default.
• W2948375400 hasConcept C41008148 @default.
• W2948375400 hasConcept C54355233 @default.
• W2948375400 hasConcept C55493867 @default.
• W2948375400 hasConcept C66746571 @default.
• W2948375400 hasConcept C80444323 @default.
• W2948375400 hasConcept C86803240 @default.
• W2948375400 hasConcept C90805587 @default.
• W2948375400 hasConceptScore W2948375400C103278499 @default.
• W2948375400 hasConceptScore W2948375400C104317684 @default.
• W2948375400 hasConceptScore W2948375400C115961682 @default.
• W2948375400 hasConceptScore W2948375400C132525143 @default.
• W2948375400 hasConceptScore W2948375400C154945302 @default.
• W2948375400 hasConceptScore W2948375400C162324750 @default.
• W2948375400 hasConceptScore W2948375400C176217482 @default.
• W2948375400 hasConceptScore W2948375400C185592680 @default.
• W2948375400 hasConceptScore W2948375400C204321447 @default.
• W2948375400 hasConceptScore W2948375400C21547014 @default.
• W2948375400 hasConceptScore W2948375400C2524010 @default.
• W2948375400 hasConceptScore W2948375400C2779478453 @default.
• W2948375400 hasConceptScore W2948375400C33923547 @default.

• next