FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3088436290> ?p ?o ?g. }

• W3088436290 abstract "The models of n-ary cross sentence relation extraction based on distant supervision assume that consecutive sentences mentioning n entities describe the relation of these n entities. However, on one hand, this assumption introduces noisy labeled data and harms the models' performance. On the other hand, some non-consecutive sentences also describe one relation and these sentences cannot be labeled under this assumption. In this paper, we relax this strong assumption by a weaker distant supervision assumption to address the second issue and propose a novel sentence distribution estimator model to address the first problem. This estimator selects correctly labeled sentences to alleviate the effect of noisy data is a two-level agent reinforcement learning model. In addition, a novel universal relation extractor with a hybrid approach of attention mechanism and PCNN is proposed such that it can be deployed in any tasks, including consecutive and nonconsecutive sentences. Experiments demonstrate that the proposed model can reduce the impact of noisy data and achieve better performance on general n-ary cross sentence relation extraction task compared to baseline models." @default.
• W3088436290 created "2020-10-01" @default.
• W3088436290 creator A5009957887 @default.
• W3088436290 creator A5034535852 @default.
• W3088436290 creator A5038305381 @default.
• W3088436290 creator A5079726704 @default.
• W3088436290 date "2020-09-26" @default.
• W3088436290 modified "2023-09-27" @default.
• W3088436290 title "Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction." @default.
• W3088436290 cites W1984179398 @default.
• W3088436290 cites W2064675550 @default.
• W3088436290 cites W2080133951 @default.
• W3088436290 cites W2107598941 @default.
• W3088436290 cites W2111406701 @default.
• W3088436290 cites W2146292423 @default.
• W3088436290 cites W2149713870 @default.
• W3088436290 cites W2153579005 @default.
• W3088436290 cites W2155027007 @default.
• W3088436290 cites W2250225327 @default.
• W3088436290 cites W2251135946 @default.
• W3088436290 cites W2257979135 @default.
• W3088436290 cites W2522187036 @default.
• W3088436290 cites W2604610161 @default.
• W3088436290 cites W2776652360 @default.
• W3088436290 cites W2804311790 @default.
• W3088436290 cites W2889224519 @default.
• W3088436290 cites W2892094955 @default.
• W3088436290 cites W2925440078 @default.
• W3088436290 cites W2931010691 @default.
• W3088436290 cites W2945192907 @default.
• W3088436290 cites W2952768212 @default.
• W3088436290 cites W2963020213 @default.
• W3088436290 cites W2963302707 @default.
• W3088436290 cites W2963403868 @default.
• W3088436290 cites W2963862093 @default.
• W3088436290 cites W2970288995 @default.
• W3088436290 cites W2970971581 @default.
• W3088436290 cites W3042805419 @default.
• W3088436290 cites W3023071679 @default.
• W3088436290 hasPublicationYear "2020" @default.
• W3088436290 type Work @default.
• W3088436290 sameAs 3088436290 @default.
• W3088436290 citedByCount "0" @default.
• W3088436290 crossrefType "posted-content" @default.
• W3088436290 hasAuthorship W3088436290A5009957887 @default.
• W3088436290 hasAuthorship W3088436290A5034535852 @default.
• W3088436290 hasAuthorship W3088436290A5038305381 @default.
• W3088436290 hasAuthorship W3088436290A5079726704 @default.
• W3088436290 hasConcept C105795698 @default.
• W3088436290 hasConcept C117978034 @default.
• W3088436290 hasConcept C119857082 @default.
• W3088436290 hasConcept C124101348 @default.
• W3088436290 hasConcept C127413603 @default.
• W3088436290 hasConcept C153604712 @default.
• W3088436290 hasConcept C154945302 @default.
• W3088436290 hasConcept C162324750 @default.
• W3088436290 hasConcept C185429906 @default.
• W3088436290 hasConcept C187736073 @default.
• W3088436290 hasConcept C204321447 @default.
• W3088436290 hasConcept C21880701 @default.
• W3088436290 hasConcept C25343380 @default.
• W3088436290 hasConcept C2777530160 @default.
• W3088436290 hasConcept C2780451532 @default.
• W3088436290 hasConcept C33923547 @default.
• W3088436290 hasConcept C41008148 @default.
• W3088436290 hasConcept C97541855 @default.
• W3088436290 hasConceptScore W3088436290C105795698 @default.
• W3088436290 hasConceptScore W3088436290C117978034 @default.
• W3088436290 hasConceptScore W3088436290C119857082 @default.
• W3088436290 hasConceptScore W3088436290C124101348 @default.
• W3088436290 hasConceptScore W3088436290C127413603 @default.
• W3088436290 hasConceptScore W3088436290C153604712 @default.
• W3088436290 hasConceptScore W3088436290C154945302 @default.
• W3088436290 hasConceptScore W3088436290C162324750 @default.
• W3088436290 hasConceptScore W3088436290C185429906 @default.
• W3088436290 hasConceptScore W3088436290C187736073 @default.
• W3088436290 hasConceptScore W3088436290C204321447 @default.
• W3088436290 hasConceptScore W3088436290C21880701 @default.
• W3088436290 hasConceptScore W3088436290C25343380 @default.
• W3088436290 hasConceptScore W3088436290C2777530160 @default.
• W3088436290 hasConceptScore W3088436290C2780451532 @default.
• W3088436290 hasConceptScore W3088436290C33923547 @default.
• W3088436290 hasConceptScore W3088436290C41008148 @default.
• W3088436290 hasConceptScore W3088436290C97541855 @default.
• W3088436290 hasLocation W30884362901 @default.
• W3088436290 hasOpenAccess W3088436290 @default.
• W3088436290 hasPrimaryLocation W30884362901 @default.
• W3088436290 hasRelatedWork W2004887172 @default.
• W3088436290 hasRelatedWork W2155182932 @default.
• W3088436290 hasRelatedWork W2392742208 @default.
• W3088436290 hasRelatedWork W2593833795 @default.
• W3088436290 hasRelatedWork W2768029001 @default.
• W3088436290 hasRelatedWork W2787425252 @default.
• W3088436290 hasRelatedWork W2815449720 @default.
• W3088436290 hasRelatedWork W2893679283 @default.
• W3088436290 hasRelatedWork W2957959342 @default.
• W3088436290 hasRelatedWork W2962912551 @default.
• W3088436290 hasRelatedWork W3028222090 @default.
• W3088436290 hasRelatedWork W3048303631 @default.
• W3088436290 hasRelatedWork W3137558331 @default.

• next