Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285286564> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W4285286564 abstract "Weighted decoding methods composed of the pretrained language model (LM) and the controller have achieved promising results for controllable text generation. However, these models often suffer from a control strength/fluency trade-off problem as higher control strength is more likely to generate incoherent and repetitive text. In this paper, we illustrate this trade-off is arisen by the controller imposing the target attribute on the LM at improper positions. And we propose a novel framework based on existing weighted decoding methods called CAT-PAW, which introduces a lightweight regulator to adjust bias signals from the controller at different decoding positions. Experiments on positive sentiment control, topic control, and language detoxification show the effectiveness of our CAT-PAW upon 4 SOTA models." @default.
- W4285286564 created "2022-07-14" @default.
- W4285286564 creator A5007001235 @default.
- W4285286564 creator A5014874306 @default.
- W4285286564 creator A5017671620 @default.
- W4285286564 creator A5040128172 @default.
- W4285286564 creator A5045095419 @default.
- W4285286564 creator A5073213620 @default.
- W4285286564 date "2022-01-01" @default.
- W4285286564 modified "2023-10-14" @default.
- W4285286564 title "Improving Controllable Text Generation with Position-Aware Weighted Decoding" @default.
- W4285286564 doi "https://doi.org/10.18653/v1/2022.findings-acl.272" @default.
- W4285286564 hasPublicationYear "2022" @default.
- W4285286564 type Work @default.
- W4285286564 citedByCount "1" @default.
- W4285286564 crossrefType "proceedings-article" @default.
- W4285286564 hasAuthorship W4285286564A5007001235 @default.
- W4285286564 hasAuthorship W4285286564A5014874306 @default.
- W4285286564 hasAuthorship W4285286564A5017671620 @default.
- W4285286564 hasAuthorship W4285286564A5040128172 @default.
- W4285286564 hasAuthorship W4285286564A5045095419 @default.
- W4285286564 hasAuthorship W4285286564A5073213620 @default.
- W4285286564 hasBestOaLocation W42852865641 @default.
- W4285286564 hasConcept C10138342 @default.
- W4285286564 hasConcept C11413529 @default.
- W4285286564 hasConcept C137293760 @default.
- W4285286564 hasConcept C145420912 @default.
- W4285286564 hasConcept C154945302 @default.
- W4285286564 hasConcept C162324750 @default.
- W4285286564 hasConcept C198082294 @default.
- W4285286564 hasConcept C203479927 @default.
- W4285286564 hasConcept C2775924081 @default.
- W4285286564 hasConcept C2777413886 @default.
- W4285286564 hasConcept C28490314 @default.
- W4285286564 hasConcept C33923547 @default.
- W4285286564 hasConcept C41008148 @default.
- W4285286564 hasConcept C47446073 @default.
- W4285286564 hasConcept C57273362 @default.
- W4285286564 hasConcept C6557445 @default.
- W4285286564 hasConcept C86803240 @default.
- W4285286564 hasConceptScore W4285286564C10138342 @default.
- W4285286564 hasConceptScore W4285286564C11413529 @default.
- W4285286564 hasConceptScore W4285286564C137293760 @default.
- W4285286564 hasConceptScore W4285286564C145420912 @default.
- W4285286564 hasConceptScore W4285286564C154945302 @default.
- W4285286564 hasConceptScore W4285286564C162324750 @default.
- W4285286564 hasConceptScore W4285286564C198082294 @default.
- W4285286564 hasConceptScore W4285286564C203479927 @default.
- W4285286564 hasConceptScore W4285286564C2775924081 @default.
- W4285286564 hasConceptScore W4285286564C2777413886 @default.
- W4285286564 hasConceptScore W4285286564C28490314 @default.
- W4285286564 hasConceptScore W4285286564C33923547 @default.
- W4285286564 hasConceptScore W4285286564C41008148 @default.
- W4285286564 hasConceptScore W4285286564C47446073 @default.
- W4285286564 hasConceptScore W4285286564C57273362 @default.
- W4285286564 hasConceptScore W4285286564C6557445 @default.
- W4285286564 hasConceptScore W4285286564C86803240 @default.
- W4285286564 hasLocation W42852865641 @default.
- W4285286564 hasOpenAccess W4285286564 @default.
- W4285286564 hasPrimaryLocation W42852865641 @default.
- W4285286564 hasRelatedWork W1989705153 @default.
- W4285286564 hasRelatedWork W2030492936 @default.
- W4285286564 hasRelatedWork W2139553966 @default.
- W4285286564 hasRelatedWork W2351992004 @default.
- W4285286564 hasRelatedWork W2358034992 @default.
- W4285286564 hasRelatedWork W2367936931 @default.
- W4285286564 hasRelatedWork W2380207131 @default.
- W4285286564 hasRelatedWork W2383319832 @default.
- W4285286564 hasRelatedWork W3005895185 @default.
- W4285286564 hasRelatedWork W62743518 @default.
- W4285286564 isParatext "false" @default.
- W4285286564 isRetracted "false" @default.
- W4285286564 workType "article" @default.