Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912795128> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2912795128 abstract "We study the problem of interpreting trained classification models in the setting of linguistic data sets. Leveraging a parse tree, we propose to assign least-squares based importance scores to each word of an instance by exploiting syntactic constituency structure. We establish an axiomatic characterization of these importance scores by relating them to the Banzhaf value in coalitional game theory. Based on these importance scores, we develop a principled method for detecting and quantifying interactions between words in a sentence. We demonstrate that the proposed method can aid in interpretability and diagnostics for several widely-used language models." @default.
- W2912795128 created "2019-02-21" @default.
- W2912795128 creator A5032525569 @default.
- W2912795128 creator A5049812527 @default.
- W2912795128 date "2019-02-11" @default.
- W2912795128 modified "2023-09-23" @default.
- W2912795128 title "LS-Tree: Model Interpretation When the Data Are Linguistic" @default.
- W2912795128 cites W1484210532 @default.
- W2912795128 cites W1562353621 @default.
- W2912795128 cites W1850742715 @default.
- W2912795128 cites W1951216520 @default.
- W2912795128 cites W2021873163 @default.
- W2912795128 cites W2033704240 @default.
- W2912795128 cites W2052816566 @default.
- W2912795128 cites W2078394884 @default.
- W2912795128 cites W2113459411 @default.
- W2912795128 cites W2126433015 @default.
- W2912795128 cites W2174492417 @default.
- W2912795128 cites W2250539671 @default.
- W2912795128 cites W2251939518 @default.
- W2912795128 cites W2282821441 @default.
- W2912795128 cites W2440159969 @default.
- W2912795128 cites W2510508396 @default.
- W2912795128 cites W2562979205 @default.
- W2912795128 cites W2626778328 @default.
- W2912795128 cites W2889506631 @default.
- W2912795128 cites W2962851944 @default.
- W2912795128 cites W2963341956 @default.
- W2912795128 cites W2963656855 @default.
- W2912795128 cites W2963954913 @default.
- W2912795128 cites W2964159778 @default.
- W2912795128 cites W3208166215 @default.
- W2912795128 doi "https://doi.org/10.48550/arxiv.1902.04187" @default.
- W2912795128 hasPublicationYear "2019" @default.
- W2912795128 type Work @default.
- W2912795128 sameAs 2912795128 @default.
- W2912795128 citedByCount "4" @default.
- W2912795128 countsByYear W29127951282020 @default.
- W2912795128 countsByYear W29127951282021 @default.
- W2912795128 crossrefType "posted-content" @default.
- W2912795128 hasAuthorship W2912795128A5032525569 @default.
- W2912795128 hasAuthorship W2912795128A5049812527 @default.
- W2912795128 hasBestOaLocation W29127951281 @default.
- W2912795128 hasConcept C113174947 @default.
- W2912795128 hasConcept C119857082 @default.
- W2912795128 hasConcept C134306372 @default.
- W2912795128 hasConcept C138885662 @default.
- W2912795128 hasConcept C154945302 @default.
- W2912795128 hasConcept C167729594 @default.
- W2912795128 hasConcept C186644900 @default.
- W2912795128 hasConcept C199360897 @default.
- W2912795128 hasConcept C204321447 @default.
- W2912795128 hasConcept C2524010 @default.
- W2912795128 hasConcept C2776291640 @default.
- W2912795128 hasConcept C2777530160 @default.
- W2912795128 hasConcept C2781067378 @default.
- W2912795128 hasConcept C2781466058 @default.
- W2912795128 hasConcept C33923547 @default.
- W2912795128 hasConcept C41008148 @default.
- W2912795128 hasConcept C41895202 @default.
- W2912795128 hasConcept C527412718 @default.
- W2912795128 hasConcept C90805587 @default.
- W2912795128 hasConceptScore W2912795128C113174947 @default.
- W2912795128 hasConceptScore W2912795128C119857082 @default.
- W2912795128 hasConceptScore W2912795128C134306372 @default.
- W2912795128 hasConceptScore W2912795128C138885662 @default.
- W2912795128 hasConceptScore W2912795128C154945302 @default.
- W2912795128 hasConceptScore W2912795128C167729594 @default.
- W2912795128 hasConceptScore W2912795128C186644900 @default.
- W2912795128 hasConceptScore W2912795128C199360897 @default.
- W2912795128 hasConceptScore W2912795128C204321447 @default.
- W2912795128 hasConceptScore W2912795128C2524010 @default.
- W2912795128 hasConceptScore W2912795128C2776291640 @default.
- W2912795128 hasConceptScore W2912795128C2777530160 @default.
- W2912795128 hasConceptScore W2912795128C2781067378 @default.
- W2912795128 hasConceptScore W2912795128C2781466058 @default.
- W2912795128 hasConceptScore W2912795128C33923547 @default.
- W2912795128 hasConceptScore W2912795128C41008148 @default.
- W2912795128 hasConceptScore W2912795128C41895202 @default.
- W2912795128 hasConceptScore W2912795128C527412718 @default.
- W2912795128 hasConceptScore W2912795128C90805587 @default.
- W2912795128 hasLocation W29127951281 @default.
- W2912795128 hasLocation W29127951282 @default.
- W2912795128 hasOpenAccess W2912795128 @default.
- W2912795128 hasPrimaryLocation W29127951281 @default.
- W2912795128 hasRelatedWork W1590308178 @default.
- W2912795128 hasRelatedWork W1976402971 @default.
- W2912795128 hasRelatedWork W2113107210 @default.
- W2912795128 hasRelatedWork W2167662847 @default.
- W2912795128 hasRelatedWork W2250591306 @default.
- W2912795128 hasRelatedWork W2502722637 @default.
- W2912795128 hasRelatedWork W4200241356 @default.
- W2912795128 hasRelatedWork W4206534706 @default.
- W2912795128 hasRelatedWork W4229079080 @default.
- W2912795128 hasRelatedWork W1551406738 @default.
- W2912795128 isParatext "false" @default.
- W2912795128 isRetracted "false" @default.
- W2912795128 magId "2912795128" @default.
- W2912795128 workType "article" @default.