Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367016399> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4367016399 abstract "Joint entity and relation extraction has achieved impressive advances in NLP, such as document understanding and knowledge graph construction. The typical methods for entity and relation extraction typically break down the joint task into several smaller components or stages for ease of implementation, but this leads to a loss of the interconnected knowledge in the triple. Hence, we propose to model the triple in one module jointly. Furthermore, the labeling of a joint entity and relation extraction tasks is costly and domain-specific; therefore, it is important to improve its performance on low-resource data and domain adaption. To address this issue, we suggest using two sources that are rich in information, namely pre-trained models on large data and multi-domain text corpora. Pretraining allows us to provide the model with the fundamental ability to perform joint entity and relationship extraction. Second, through meta-learning on multi-domain text, we can improve the model's generalization capabilities, enabling it to perform well even with limited data. We present MTL-JER, a Meta-Transfer Learning method for Joint Entity and Relation Extraction in low-resource settings in this paper. Using exhaustive experiments on five datasets, we prove that our model obtains optimal results." @default.
- W4367016399 created "2023-04-27" @default.
- W4367016399 creator A5013969818 @default.
- W4367016399 creator A5054776254 @default.
- W4367016399 creator A5055794499 @default.
- W4367016399 date "2023-02-24" @default.
- W4367016399 modified "2023-09-29" @default.
- W4367016399 title "MTL-JER: Meta-Transfer Learning for Low-Resource Joint Entity and Relation Extraction" @default.
- W4367016399 cites W1604644367 @default.
- W4367016399 cites W2134033474 @default.
- W4367016399 cites W2739874095 @default.
- W4367016399 cites W2949972983 @default.
- W4367016399 cites W2953111196 @default.
- W4367016399 cites W2963718112 @default.
- W4367016399 cites W2963777632 @default.
- W4367016399 cites W2970678056 @default.
- W4367016399 cites W2979826702 @default.
- W4367016399 cites W2997197207 @default.
- W4367016399 cites W3034902017 @default.
- W4367016399 cites W3099793224 @default.
- W4367016399 cites W3116427155 @default.
- W4367016399 cites W3130164045 @default.
- W4367016399 cites W3210215371 @default.
- W4367016399 cites W4283802662 @default.
- W4367016399 doi "https://doi.org/10.1109/nnice58320.2023.10105766" @default.
- W4367016399 hasPublicationYear "2023" @default.
- W4367016399 type Work @default.
- W4367016399 citedByCount "0" @default.
- W4367016399 crossrefType "proceedings-article" @default.
- W4367016399 hasAuthorship W4367016399A5013969818 @default.
- W4367016399 hasAuthorship W4367016399A5054776254 @default.
- W4367016399 hasAuthorship W4367016399A5055794499 @default.
- W4367016399 hasConcept C119857082 @default.
- W4367016399 hasConcept C124101348 @default.
- W4367016399 hasConcept C127413603 @default.
- W4367016399 hasConcept C134306372 @default.
- W4367016399 hasConcept C150899416 @default.
- W4367016399 hasConcept C153604712 @default.
- W4367016399 hasConcept C154945302 @default.
- W4367016399 hasConcept C162324750 @default.
- W4367016399 hasConcept C170154142 @default.
- W4367016399 hasConcept C177148314 @default.
- W4367016399 hasConcept C18555067 @default.
- W4367016399 hasConcept C187736073 @default.
- W4367016399 hasConcept C195807954 @default.
- W4367016399 hasConcept C204321447 @default.
- W4367016399 hasConcept C206345919 @default.
- W4367016399 hasConcept C25343380 @default.
- W4367016399 hasConcept C2776145971 @default.
- W4367016399 hasConcept C2780451532 @default.
- W4367016399 hasConcept C2987255567 @default.
- W4367016399 hasConcept C31258907 @default.
- W4367016399 hasConcept C33923547 @default.
- W4367016399 hasConcept C36503486 @default.
- W4367016399 hasConcept C41008148 @default.
- W4367016399 hasConceptScore W4367016399C119857082 @default.
- W4367016399 hasConceptScore W4367016399C124101348 @default.
- W4367016399 hasConceptScore W4367016399C127413603 @default.
- W4367016399 hasConceptScore W4367016399C134306372 @default.
- W4367016399 hasConceptScore W4367016399C150899416 @default.
- W4367016399 hasConceptScore W4367016399C153604712 @default.
- W4367016399 hasConceptScore W4367016399C154945302 @default.
- W4367016399 hasConceptScore W4367016399C162324750 @default.
- W4367016399 hasConceptScore W4367016399C170154142 @default.
- W4367016399 hasConceptScore W4367016399C177148314 @default.
- W4367016399 hasConceptScore W4367016399C18555067 @default.
- W4367016399 hasConceptScore W4367016399C187736073 @default.
- W4367016399 hasConceptScore W4367016399C195807954 @default.
- W4367016399 hasConceptScore W4367016399C204321447 @default.
- W4367016399 hasConceptScore W4367016399C206345919 @default.
- W4367016399 hasConceptScore W4367016399C25343380 @default.
- W4367016399 hasConceptScore W4367016399C2776145971 @default.
- W4367016399 hasConceptScore W4367016399C2780451532 @default.
- W4367016399 hasConceptScore W4367016399C2987255567 @default.
- W4367016399 hasConceptScore W4367016399C31258907 @default.
- W4367016399 hasConceptScore W4367016399C33923547 @default.
- W4367016399 hasConceptScore W4367016399C36503486 @default.
- W4367016399 hasConceptScore W4367016399C41008148 @default.
- W4367016399 hasLocation W43670163991 @default.
- W4367016399 hasOpenAccess W4367016399 @default.
- W4367016399 hasPrimaryLocation W43670163991 @default.
- W4367016399 hasRelatedWork W10944326 @default.
- W4367016399 hasRelatedWork W2001391081 @default.
- W4367016399 hasRelatedWork W2368651715 @default.
- W4367016399 hasRelatedWork W2626837907 @default.
- W4367016399 hasRelatedWork W2753023842 @default.
- W4367016399 hasRelatedWork W2949280030 @default.
- W4367016399 hasRelatedWork W3081459453 @default.
- W4367016399 hasRelatedWork W3114114934 @default.
- W4367016399 hasRelatedWork W3172706523 @default.
- W4367016399 hasRelatedWork W4307322379 @default.
- W4367016399 isParatext "false" @default.
- W4367016399 isRetracted "false" @default.
- W4367016399 workType "article" @default.