Matches in SemOpenAlex for { <https://semopenalex.org/work/W2896563801> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W2896563801 abstract "This paper introduces PyDCI, a new implementation of Distributional Correspondence Indexing (DCI) written in Python. DCI is a transfer learning method for cross-domain and cross-lingual text classification for which we had provided an implementation (here called JaDCI) built on top of JaTeCS, a Java framework for text classification. PyDCI is a stand-alone version of DCI that exploits scikit-learn and the SciPy stack. We here report on new experiments that we have carried out in order to test PyDCI, and in which we use as baselines new high-performing methods that have appeared after DCI was originally proposed. These experiments show that, thanks to a few subtle ways in which we have improved DCI, PyDCI outperforms both JaDCI and the above-mentioned high-performing methods, and delivers the best known results on the two popular benchmarks on which we had tested DCI, i.e., MultiDomainSentiment (a.k.a. MDS -- for cross-domain adaptation) and Webis-CLS-10 (for cross-lingual adaptation). PyDCI, together with the code allowing to replicate our experiments, is available at this https URL ." @default.
- W2896563801 created "2018-10-26" @default.
- W2896563801 creator A5063975186 @default.
- W2896563801 creator A5082069715 @default.
- W2896563801 creator A5086354805 @default.
- W2896563801 date "2018-10-19" @default.
- W2896563801 modified "2023-09-27" @default.
- W2896563801 title "Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments" @default.
- W2896563801 cites W1731081199 @default.
- W2896563801 cites W2027570514 @default.
- W2896563801 cites W2163302275 @default.
- W2896563801 cites W227436660 @default.
- W2896563801 cites W22861983 @default.
- W2896563801 cites W2287612586 @default.
- W2896563801 cites W2514567832 @default.
- W2896563801 cites W2660876047 @default.
- W2896563801 cites W2819860922 @default.
- W2896563801 hasPublicationYear "2018" @default.
- W2896563801 type Work @default.
- W2896563801 sameAs 2896563801 @default.
- W2896563801 citedByCount "0" @default.
- W2896563801 crossrefType "posted-content" @default.
- W2896563801 hasAuthorship W2896563801A5063975186 @default.
- W2896563801 hasAuthorship W2896563801A5082069715 @default.
- W2896563801 hasAuthorship W2896563801A5086354805 @default.
- W2896563801 hasConcept C105795698 @default.
- W2896563801 hasConcept C154945302 @default.
- W2896563801 hasConcept C165696696 @default.
- W2896563801 hasConcept C199360897 @default.
- W2896563801 hasConcept C2776434776 @default.
- W2896563801 hasConcept C2781162219 @default.
- W2896563801 hasConcept C33923547 @default.
- W2896563801 hasConcept C38652104 @default.
- W2896563801 hasConcept C41008148 @default.
- W2896563801 hasConcept C519991488 @default.
- W2896563801 hasConcept C548217200 @default.
- W2896563801 hasConcept C75165309 @default.
- W2896563801 hasConcept C95623464 @default.
- W2896563801 hasConceptScore W2896563801C105795698 @default.
- W2896563801 hasConceptScore W2896563801C154945302 @default.
- W2896563801 hasConceptScore W2896563801C165696696 @default.
- W2896563801 hasConceptScore W2896563801C199360897 @default.
- W2896563801 hasConceptScore W2896563801C2776434776 @default.
- W2896563801 hasConceptScore W2896563801C2781162219 @default.
- W2896563801 hasConceptScore W2896563801C33923547 @default.
- W2896563801 hasConceptScore W2896563801C38652104 @default.
- W2896563801 hasConceptScore W2896563801C41008148 @default.
- W2896563801 hasConceptScore W2896563801C519991488 @default.
- W2896563801 hasConceptScore W2896563801C548217200 @default.
- W2896563801 hasConceptScore W2896563801C75165309 @default.
- W2896563801 hasConceptScore W2896563801C95623464 @default.
- W2896563801 hasLocation W28965638011 @default.
- W2896563801 hasOpenAccess W2896563801 @default.
- W2896563801 hasPrimaryLocation W28965638011 @default.
- W2896563801 hasRelatedWork W1863110391 @default.
- W2896563801 hasRelatedWork W2120158336 @default.
- W2896563801 hasRelatedWork W2575658024 @default.
- W2896563801 hasRelatedWork W2610630117 @default.
- W2896563801 hasRelatedWork W2737837613 @default.
- W2896563801 hasRelatedWork W2918175094 @default.
- W2896563801 hasRelatedWork W2948465491 @default.
- W2896563801 hasRelatedWork W2952405470 @default.
- W2896563801 hasRelatedWork W2989440663 @default.
- W2896563801 hasRelatedWork W2990065465 @default.
- W2896563801 hasRelatedWork W3011412984 @default.
- W2896563801 hasRelatedWork W3016840399 @default.
- W2896563801 hasRelatedWork W3037282604 @default.
- W2896563801 hasRelatedWork W3080427942 @default.
- W2896563801 hasRelatedWork W3093097038 @default.
- W2896563801 hasRelatedWork W3094018637 @default.
- W2896563801 hasRelatedWork W3111552341 @default.
- W2896563801 hasRelatedWork W3194157311 @default.
- W2896563801 hasRelatedWork W3196389664 @default.
- W2896563801 hasRelatedWork W3204986947 @default.
- W2896563801 isParatext "false" @default.
- W2896563801 isRetracted "false" @default.
- W2896563801 magId "2896563801" @default.
- W2896563801 workType "article" @default.