Matches in SemOpenAlex for { <https://semopenalex.org/work/W157025086> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W157025086 endingPage "34" @default.
- W157025086 startingPage "23" @default.
- W157025086 abstract "Manual annotation of the training data of information extraction models is a time consuming and expensive process but necessary for the building of information extraction systems. Active learning has been proven to be effective in reducing manual annotation efforts for supervised learning tasks where a human judge is asked to annotate the most informative examples with respect to a given model. However, in most cases reliable human judges are not available for all languages. In this paper, we propose a cross-lingual unsupervised active learning paradigm (XLADA) that generates high-quality automatically annotated training data from a word-aligned parallel corpus. To evaluate our paradigm, we applied XLADA on English-French and English-Chinese bilingual corpora then we trained French and Chinese information extraction models. The experimental results show that XLADA can produce effective models without manually-annotated training data." @default.
- W157025086 created "2016-06-24" @default.
- W157025086 creator A5000678844 @default.
- W157025086 creator A5064355297 @default.
- W157025086 creator A5073308987 @default.
- W157025086 creator A5089814498 @default.
- W157025086 date "2014-01-01" @default.
- W157025086 modified "2023-09-25" @default.
- W157025086 title "Unsupervised Active Learning of CRF Model for Cross-Lingual Named Entity Recognition" @default.
- W157025086 cites W2016630033 @default.
- W157025086 cites W2047995599 @default.
- W157025086 cites W2125838338 @default.
- W157025086 cites W2141099517 @default.
- W157025086 cites W2148861208 @default.
- W157025086 cites W2171332245 @default.
- W157025086 doi "https://doi.org/10.1007/978-3-319-11656-3_3" @default.
- W157025086 hasPublicationYear "2014" @default.
- W157025086 type Work @default.
- W157025086 sameAs 157025086 @default.
- W157025086 citedByCount "2" @default.
- W157025086 countsByYear W1570250862018 @default.
- W157025086 countsByYear W1570250862019 @default.
- W157025086 crossrefType "book-chapter" @default.
- W157025086 hasAuthorship W157025086A5000678844 @default.
- W157025086 hasAuthorship W157025086A5064355297 @default.
- W157025086 hasAuthorship W157025086A5073308987 @default.
- W157025086 hasAuthorship W157025086A5089814498 @default.
- W157025086 hasBestOaLocation W1570250861 @default.
- W157025086 hasConcept C127413603 @default.
- W157025086 hasConcept C154945302 @default.
- W157025086 hasConcept C201995342 @default.
- W157025086 hasConcept C204321447 @default.
- W157025086 hasConcept C2779135771 @default.
- W157025086 hasConcept C2780451532 @default.
- W157025086 hasConcept C28490314 @default.
- W157025086 hasConcept C41008148 @default.
- W157025086 hasConceptScore W157025086C127413603 @default.
- W157025086 hasConceptScore W157025086C154945302 @default.
- W157025086 hasConceptScore W157025086C201995342 @default.
- W157025086 hasConceptScore W157025086C204321447 @default.
- W157025086 hasConceptScore W157025086C2779135771 @default.
- W157025086 hasConceptScore W157025086C2780451532 @default.
- W157025086 hasConceptScore W157025086C28490314 @default.
- W157025086 hasConceptScore W157025086C41008148 @default.
- W157025086 hasLocation W1570250861 @default.
- W157025086 hasOpenAccess W157025086 @default.
- W157025086 hasPrimaryLocation W1570250861 @default.
- W157025086 hasRelatedWork W147166030 @default.
- W157025086 hasRelatedWork W1538473846 @default.
- W157025086 hasRelatedWork W1541018942 @default.
- W157025086 hasRelatedWork W1593502373 @default.
- W157025086 hasRelatedWork W2405038964 @default.
- W157025086 hasRelatedWork W2810280135 @default.
- W157025086 hasRelatedWork W2993873509 @default.
- W157025086 hasRelatedWork W3002472320 @default.
- W157025086 hasRelatedWork W3022937510 @default.
- W157025086 hasRelatedWork W3107474891 @default.
- W157025086 isParatext "false" @default.
- W157025086 isRetracted "false" @default.
- W157025086 magId "157025086" @default.
- W157025086 workType "book-chapter" @default.