FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312923108> ?p ?o ?g. }

• W4312923108 endingPage "378" @default.
• W4312923108 startingPage "369" @default.
• W4312923108 abstract "Entity Matching (EM), which aims to identify whether two entity records from two relational tables refer to the same real-world entity, is one of the fundamental problems in data management. Traditional EM assumes that two tables are homogeneous with the aligned schema, while it is common that entity records of different formats (e.g., relational, semi-structured, or textual types) involve in practical scenarios. It is not practical to unify their schemas due to the different formats. To support EM on format-different entity records, Generalized Entity Matching (GEM) has been proposed and gained much attention recently. To do GEM, existing methods typically perform in a supervised learning way, which relies on a large amount of high-quality labeled examples. However, the labeling process is extremely labor-intensive, and frustrates the use of GEM. Low-resource GEM, i.e., GEM that only requires a small number of labeled examples, becomes an urgent need. To this end, this paper, for the first time, focuses on the low-resource GEM and proposes a novel low-resource GEM method, termed as PromptEM. PromptEM has addressed three challenging issues (i.e., designing GEM-specific prompt-tuning, improving pseudo-labels quality, and running efficient self-training) in low-resource GEM. Extensive experimental results on eight real benchmarks demonstrate the superiority of PromptEM in terms of effectiveness and efficiency." @default.
• W4312923108 created "2023-01-05" @default.
• W4312923108 creator A5006238145 @default.
• W4312923108 creator A5014009626 @default.
• W4312923108 creator A5038355914 @default.
• W4312923108 creator A5044941594 @default.
• W4312923108 creator A5051125527 @default.
• W4312923108 creator A5054715840 @default.
• W4312923108 creator A5061280749 @default.
• W4312923108 date "2022-10-01" @default.
• W4312923108 modified "2023-09-30" @default.
• W4312923108 title "PromptEM" @default.
• W4312923108 cites W2014327223 @default.
• W4312923108 cites W2056748234 @default.
• W4312923108 cites W2067566391 @default.
• W4312923108 cites W2107966677 @default.
• W4312923108 cites W2114764731 @default.
• W4312923108 cites W2133299088 @default.
• W4312923108 cites W2143612262 @default.
• W4312923108 cites W2154785834 @default.
• W4312923108 cites W2164456230 @default.
• W4312923108 cites W2546672044 @default.
• W4312923108 cites W2775696413 @default.
• W4312923108 cites W2798649495 @default.
• W4312923108 cites W2951147191 @default.
• W4312923108 cites W2979826702 @default.
• W4312923108 cites W2986266667 @default.
• W4312923108 cites W3115187525 @default.
• W4312923108 cites W3123375411 @default.
• W4312923108 cites W3125024313 @default.
• W4312923108 cites W3174036215 @default.
• W4312923108 cites W3176831585 @default.
• W4312923108 cites W3197468999 @default.
• W4312923108 cites W3198659451 @default.
• W4312923108 cites W3217025781 @default.
• W4312923108 cites W4224321524 @default.
• W4312923108 cites W4281394493 @default.
• W4312923108 cites W4285338394 @default.
• W4312923108 cites W4289533913 @default.
• W4312923108 doi "https://doi.org/10.14778/3565816.3565836" @default.
• W4312923108 hasPublicationYear "2022" @default.
• W4312923108 type Work @default.
• W4312923108 citedByCount "3" @default.
• W4312923108 countsByYear W43129231082023 @default.
• W4312923108 crossrefType "journal-article" @default.
• W4312923108 hasAuthorship W4312923108A5006238145 @default.
• W4312923108 hasAuthorship W4312923108A5014009626 @default.
• W4312923108 hasAuthorship W4312923108A5038355914 @default.
• W4312923108 hasAuthorship W4312923108A5044941594 @default.
• W4312923108 hasAuthorship W4312923108A5051125527 @default.
• W4312923108 hasAuthorship W4312923108A5054715840 @default.
• W4312923108 hasAuthorship W4312923108A5061280749 @default.
• W4312923108 hasConcept C105795698 @default.
• W4312923108 hasConcept C111472728 @default.
• W4312923108 hasConcept C121332964 @default.
• W4312923108 hasConcept C124101348 @default.
• W4312923108 hasConcept C138885662 @default.
• W4312923108 hasConcept C154945302 @default.
• W4312923108 hasConcept C165064840 @default.
• W4312923108 hasConcept C199360897 @default.
• W4312923108 hasConcept C206345919 @default.
• W4312923108 hasConcept C23123220 @default.
• W4312923108 hasConcept C2777327318 @default.
• W4312923108 hasConcept C2779530757 @default.
• W4312923108 hasConcept C31258907 @default.
• W4312923108 hasConcept C33923547 @default.
• W4312923108 hasConcept C41008148 @default.
• W4312923108 hasConcept C45235069 @default.
• W4312923108 hasConcept C4554734 @default.
• W4312923108 hasConcept C52146309 @default.
• W4312923108 hasConcept C5655090 @default.
• W4312923108 hasConcept C66882249 @default.
• W4312923108 hasConcept C72634772 @default.
• W4312923108 hasConcept C96711827 @default.
• W4312923108 hasConcept C97355855 @default.
• W4312923108 hasConcept C98045186 @default.
• W4312923108 hasConceptScore W4312923108C105795698 @default.
• W4312923108 hasConceptScore W4312923108C111472728 @default.
• W4312923108 hasConceptScore W4312923108C121332964 @default.
• W4312923108 hasConceptScore W4312923108C124101348 @default.
• W4312923108 hasConceptScore W4312923108C138885662 @default.
• W4312923108 hasConceptScore W4312923108C154945302 @default.
• W4312923108 hasConceptScore W4312923108C165064840 @default.
• W4312923108 hasConceptScore W4312923108C199360897 @default.
• W4312923108 hasConceptScore W4312923108C206345919 @default.
• W4312923108 hasConceptScore W4312923108C23123220 @default.
• W4312923108 hasConceptScore W4312923108C2777327318 @default.
• W4312923108 hasConceptScore W4312923108C2779530757 @default.
• W4312923108 hasConceptScore W4312923108C31258907 @default.
• W4312923108 hasConceptScore W4312923108C33923547 @default.
• W4312923108 hasConceptScore W4312923108C41008148 @default.
• W4312923108 hasConceptScore W4312923108C45235069 @default.
• W4312923108 hasConceptScore W4312923108C4554734 @default.
• W4312923108 hasConceptScore W4312923108C52146309 @default.
• W4312923108 hasConceptScore W4312923108C5655090 @default.
• W4312923108 hasConceptScore W4312923108C66882249 @default.
• W4312923108 hasConceptScore W4312923108C72634772 @default.
• W4312923108 hasConceptScore W4312923108C96711827 @default.

• next