Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387218900> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4387218900 abstract "Large-scale Causal Language Models (CLMs), e.g., GPT3 and ChatGPT, have brought great success in text generation. However, it is still an open challenge to control the generation process of CLM while balancing flexibility, control granularity, and generation efficiency. In this paper, we provide a new alternative for controllable text generation (CTG), by designing a non-intrusive, lightweight control plugin to accompany the generation of CLM at arbitrary time steps. The proposed control plugin, namely Residual Memory Transformer (RMT), has an encoder-decoder setup, which can accept any types of control conditions and cooperate with CLM through a residual learning paradigm, to achieve a more flexible, general, and efficient CTG. Extensive experiments are carried out on various control tasks, in the form of both automatic and human evaluations. The results show the superiority of RMT over a range of state-of-the-art approaches, proving the effectiveness and versatility of our approach." @default.
- W4387218900 created "2023-10-01" @default.
- W4387218900 creator A5036681335 @default.
- W4387218900 creator A5055247454 @default.
- W4387218900 creator A5062845353 @default.
- W4387218900 creator A5087112236 @default.
- W4387218900 date "2023-09-28" @default.
- W4387218900 modified "2023-10-01" @default.
- W4387218900 title "Controllable Text Generation with Residual Memory Transformer" @default.
- W4387218900 doi "https://doi.org/10.48550/arxiv.2309.16231" @default.
- W4387218900 hasPublicationYear "2023" @default.
- W4387218900 type Work @default.
- W4387218900 citedByCount "0" @default.
- W4387218900 crossrefType "posted-content" @default.
- W4387218900 hasAuthorship W4387218900A5036681335 @default.
- W4387218900 hasAuthorship W4387218900A5055247454 @default.
- W4387218900 hasAuthorship W4387218900A5062845353 @default.
- W4387218900 hasAuthorship W4387218900A5087112236 @default.
- W4387218900 hasBestOaLocation W43872189001 @default.
- W4387218900 hasConcept C105795698 @default.
- W4387218900 hasConcept C111919701 @default.
- W4387218900 hasConcept C113775141 @default.
- W4387218900 hasConcept C11413529 @default.
- W4387218900 hasConcept C118505674 @default.
- W4387218900 hasConcept C119599485 @default.
- W4387218900 hasConcept C127413603 @default.
- W4387218900 hasConcept C154945302 @default.
- W4387218900 hasConcept C155512373 @default.
- W4387218900 hasConcept C165801399 @default.
- W4387218900 hasConcept C177774035 @default.
- W4387218900 hasConcept C199360897 @default.
- W4387218900 hasConcept C2780598303 @default.
- W4387218900 hasConcept C33923547 @default.
- W4387218900 hasConcept C41008148 @default.
- W4387218900 hasConcept C4924752 @default.
- W4387218900 hasConcept C66322947 @default.
- W4387218900 hasConceptScore W4387218900C105795698 @default.
- W4387218900 hasConceptScore W4387218900C111919701 @default.
- W4387218900 hasConceptScore W4387218900C113775141 @default.
- W4387218900 hasConceptScore W4387218900C11413529 @default.
- W4387218900 hasConceptScore W4387218900C118505674 @default.
- W4387218900 hasConceptScore W4387218900C119599485 @default.
- W4387218900 hasConceptScore W4387218900C127413603 @default.
- W4387218900 hasConceptScore W4387218900C154945302 @default.
- W4387218900 hasConceptScore W4387218900C155512373 @default.
- W4387218900 hasConceptScore W4387218900C165801399 @default.
- W4387218900 hasConceptScore W4387218900C177774035 @default.
- W4387218900 hasConceptScore W4387218900C199360897 @default.
- W4387218900 hasConceptScore W4387218900C2780598303 @default.
- W4387218900 hasConceptScore W4387218900C33923547 @default.
- W4387218900 hasConceptScore W4387218900C41008148 @default.
- W4387218900 hasConceptScore W4387218900C4924752 @default.
- W4387218900 hasConceptScore W4387218900C66322947 @default.
- W4387218900 hasLocation W43872189001 @default.
- W4387218900 hasOpenAccess W4387218900 @default.
- W4387218900 hasPrimaryLocation W43872189001 @default.
- W4387218900 hasRelatedWork W1577931366 @default.
- W4387218900 hasRelatedWork W1594844924 @default.
- W4387218900 hasRelatedWork W2024555427 @default.
- W4387218900 hasRelatedWork W2143670980 @default.
- W4387218900 hasRelatedWork W2275988210 @default.
- W4387218900 hasRelatedWork W2321015309 @default.
- W4387218900 hasRelatedWork W2385621972 @default.
- W4387218900 hasRelatedWork W2909382770 @default.
- W4387218900 hasRelatedWork W3094412894 @default.
- W4387218900 hasRelatedWork W4287779798 @default.
- W4387218900 isParatext "false" @default.
- W4387218900 isRetracted "false" @default.
- W4387218900 workType "article" @default.