Matches in SemOpenAlex for { <https://semopenalex.org/work/W4319990809> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4319990809 abstract "Incorporating information from other languages can improve the results of tasks in low-resource languages. A powerful method of building functional natural language processing systems for low-resource languages is to combine multilingual pre-trained representations with cross-lingual transfer learning. In general, however, shared representations are learned separately, either across tasks or across languages. This paper proposes a meta-learning approach for inferring natural language in Persian. Alternately, meta-learning uses different task information (such as QA in Persian) or other language information (such as natural language inference in English). Also, we investigate the role of task augmentation strategy for forming additional high-quality tasks. We evaluate the proposed method using four languages and an auxiliary task. Compared to the baseline approach, the proposed model consistently outperforms it, improving accuracy by roughly six percent. We also examine the effect of finding appropriate initial parameters using zero-shot evaluation and CCA similarity." @default.
- W4319990809 created "2023-02-11" @default.
- W4319990809 creator A5003984061 @default.
- W4319990809 creator A5039326288 @default.
- W4319990809 creator A5067650300 @default.
- W4319990809 date "2022-05-18" @default.
- W4319990809 modified "2023-09-28" @default.
- W4319990809 title "Persian Natural Language Inference: A Meta-learning approach" @default.
- W4319990809 doi "https://doi.org/10.48550/arxiv.2205.08755" @default.
- W4319990809 hasPublicationYear "2022" @default.
- W4319990809 type Work @default.
- W4319990809 citedByCount "0" @default.
- W4319990809 crossrefType "posted-content" @default.
- W4319990809 hasAuthorship W4319990809A5003984061 @default.
- W4319990809 hasAuthorship W4319990809A5039326288 @default.
- W4319990809 hasAuthorship W4319990809A5067650300 @default.
- W4319990809 hasBestOaLocation W43199908091 @default.
- W4319990809 hasConcept C103278499 @default.
- W4319990809 hasConcept C111368507 @default.
- W4319990809 hasConcept C115961682 @default.
- W4319990809 hasConcept C12725497 @default.
- W4319990809 hasConcept C127313418 @default.
- W4319990809 hasConcept C138885662 @default.
- W4319990809 hasConcept C150899416 @default.
- W4319990809 hasConcept C154945302 @default.
- W4319990809 hasConcept C162324750 @default.
- W4319990809 hasConcept C187736073 @default.
- W4319990809 hasConcept C195324797 @default.
- W4319990809 hasConcept C204321447 @default.
- W4319990809 hasConcept C2776214188 @default.
- W4319990809 hasConcept C2776527531 @default.
- W4319990809 hasConcept C2780451532 @default.
- W4319990809 hasConcept C2781002164 @default.
- W4319990809 hasConcept C41008148 @default.
- W4319990809 hasConcept C41895202 @default.
- W4319990809 hasConceptScore W4319990809C103278499 @default.
- W4319990809 hasConceptScore W4319990809C111368507 @default.
- W4319990809 hasConceptScore W4319990809C115961682 @default.
- W4319990809 hasConceptScore W4319990809C12725497 @default.
- W4319990809 hasConceptScore W4319990809C127313418 @default.
- W4319990809 hasConceptScore W4319990809C138885662 @default.
- W4319990809 hasConceptScore W4319990809C150899416 @default.
- W4319990809 hasConceptScore W4319990809C154945302 @default.
- W4319990809 hasConceptScore W4319990809C162324750 @default.
- W4319990809 hasConceptScore W4319990809C187736073 @default.
- W4319990809 hasConceptScore W4319990809C195324797 @default.
- W4319990809 hasConceptScore W4319990809C204321447 @default.
- W4319990809 hasConceptScore W4319990809C2776214188 @default.
- W4319990809 hasConceptScore W4319990809C2776527531 @default.
- W4319990809 hasConceptScore W4319990809C2780451532 @default.
- W4319990809 hasConceptScore W4319990809C2781002164 @default.
- W4319990809 hasConceptScore W4319990809C41008148 @default.
- W4319990809 hasConceptScore W4319990809C41895202 @default.
- W4319990809 hasLocation W43199908091 @default.
- W4319990809 hasOpenAccess W4319990809 @default.
- W4319990809 hasPrimaryLocation W43199908091 @default.
- W4319990809 hasRelatedWork W2038246283 @default.
- W4319990809 hasRelatedWork W2081647779 @default.
- W4319990809 hasRelatedWork W2612953412 @default.
- W4319990809 hasRelatedWork W2901412863 @default.
- W4319990809 hasRelatedWork W2974225181 @default.
- W4319990809 hasRelatedWork W3015419376 @default.
- W4319990809 hasRelatedWork W3107474891 @default.
- W4319990809 hasRelatedWork W3185852197 @default.
- W4319990809 hasRelatedWork W3214574171 @default.
- W4319990809 hasRelatedWork W4299311013 @default.
- W4319990809 isParatext "false" @default.
- W4319990809 isRetracted "false" @default.
- W4319990809 workType "article" @default.