Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297069413> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4297069413 abstract "Prompt tuning is a new, efficient NLP transfer learning paradigm that adds a task-specific prompt in each input instance during the model training stage. It freezes the pre-trained language model and only optimizes a few task-specific prompts. In this paper, we propose a conditional prompt generation method to generate prompts for each input instance, referred to as the Instance-Dependent Prompt Generation (IDPG). Unlike traditional prompt tuning methods that use a fixed prompt, IDPG introduces a lightweight and trainable component to generate prompts based on each input sentence. Extensive experiments on ten natural language understanding (NLU) tasks show that the proposed strategy consistently outperforms various prompt tuning baselines and is on par with other efficient transfer learning methods such as Compacter while tuning far fewer model parameters." @default.
- W4297069413 created "2022-09-26" @default.
- W4297069413 creator A5010636698 @default.
- W4297069413 creator A5050525772 @default.
- W4297069413 creator A5052284218 @default.
- W4297069413 creator A5063710674 @default.
- W4297069413 creator A5068340305 @default.
- W4297069413 creator A5076914759 @default.
- W4297069413 creator A5084585443 @default.
- W4297069413 date "2022-04-09" @default.
- W4297069413 modified "2023-10-14" @default.
- W4297069413 title "IDPG: An Instance-Dependent Prompt Generation Method" @default.
- W4297069413 doi "https://doi.org/10.48550/arxiv.2204.04497" @default.
- W4297069413 hasPublicationYear "2022" @default.
- W4297069413 type Work @default.
- W4297069413 citedByCount "1" @default.
- W4297069413 countsByYear W42970694132023 @default.
- W4297069413 crossrefType "posted-content" @default.
- W4297069413 hasAuthorship W4297069413A5010636698 @default.
- W4297069413 hasAuthorship W4297069413A5050525772 @default.
- W4297069413 hasAuthorship W4297069413A5052284218 @default.
- W4297069413 hasAuthorship W4297069413A5063710674 @default.
- W4297069413 hasAuthorship W4297069413A5068340305 @default.
- W4297069413 hasAuthorship W4297069413A5076914759 @default.
- W4297069413 hasAuthorship W4297069413A5084585443 @default.
- W4297069413 hasBestOaLocation W42970694131 @default.
- W4297069413 hasConcept C119857082 @default.
- W4297069413 hasConcept C121332964 @default.
- W4297069413 hasConcept C150899416 @default.
- W4297069413 hasConcept C154945302 @default.
- W4297069413 hasConcept C162324750 @default.
- W4297069413 hasConcept C168167062 @default.
- W4297069413 hasConcept C173608175 @default.
- W4297069413 hasConcept C187736073 @default.
- W4297069413 hasConcept C195324797 @default.
- W4297069413 hasConcept C204321447 @default.
- W4297069413 hasConcept C2776175482 @default.
- W4297069413 hasConcept C2777530160 @default.
- W4297069413 hasConcept C2779439875 @default.
- W4297069413 hasConcept C2780451532 @default.
- W4297069413 hasConcept C41008148 @default.
- W4297069413 hasConcept C97355855 @default.
- W4297069413 hasConceptScore W4297069413C119857082 @default.
- W4297069413 hasConceptScore W4297069413C121332964 @default.
- W4297069413 hasConceptScore W4297069413C150899416 @default.
- W4297069413 hasConceptScore W4297069413C154945302 @default.
- W4297069413 hasConceptScore W4297069413C162324750 @default.
- W4297069413 hasConceptScore W4297069413C168167062 @default.
- W4297069413 hasConceptScore W4297069413C173608175 @default.
- W4297069413 hasConceptScore W4297069413C187736073 @default.
- W4297069413 hasConceptScore W4297069413C195324797 @default.
- W4297069413 hasConceptScore W4297069413C204321447 @default.
- W4297069413 hasConceptScore W4297069413C2776175482 @default.
- W4297069413 hasConceptScore W4297069413C2777530160 @default.
- W4297069413 hasConceptScore W4297069413C2779439875 @default.
- W4297069413 hasConceptScore W4297069413C2780451532 @default.
- W4297069413 hasConceptScore W4297069413C41008148 @default.
- W4297069413 hasConceptScore W4297069413C97355855 @default.
- W4297069413 hasLocation W42970694131 @default.
- W4297069413 hasOpenAccess W4297069413 @default.
- W4297069413 hasPrimaryLocation W42970694131 @default.
- W4297069413 hasRelatedWork W1567338489 @default.
- W4297069413 hasRelatedWork W159132833 @default.
- W4297069413 hasRelatedWork W1978971213 @default.
- W4297069413 hasRelatedWork W2081647779 @default.
- W4297069413 hasRelatedWork W3107474891 @default.
- W4297069413 hasRelatedWork W3185852197 @default.
- W4297069413 hasRelatedWork W38394648 @default.
- W4297069413 hasRelatedWork W4281382123 @default.
- W4297069413 hasRelatedWork W4287774087 @default.
- W4297069413 hasRelatedWork W4308262314 @default.
- W4297069413 isParatext "false" @default.
- W4297069413 isRetracted "false" @default.
- W4297069413 workType "article" @default.