Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385570812> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4385570812 abstract "This paper describes the UCSC’s submission to the shared task on formality control for spoken language translation at IWSLT 2023. For this task, we explored the use of ‘additive style intervention’ using a pre-trained multilingual translation model, namely mBART. Compared to prior approaches where a single style-vector was added to all tokens in the encoder output, we explored an alternative approach in which we learn a unique style-vector for each input token. We believe this approach, which we call ‘style embedding intervention,’ is better suited for formality control as it can potentially learn which specific input tokens to modify during decoding. While the proposed approach obtained similar performance to ‘additive style intervention’ for the supervised English-to-Vietnamese task, it performed significantly better for English-to-Korean, in which it achieved an average matched accuracy of 90.6 compared to 85.2 for the baseline. When we constrained the model further to only perform style intervention on the <bos> (beginning of sentence) token, the average matched accuracy improved further to 92.0, indicating that the model could learn to control the formality of the translation output based solely on the embedding of the <bos> token." @default.
- W4385570812 created "2023-08-05" @default.
- W4385570812 creator A5042292955 @default.
- W4385570812 creator A5042906485 @default.
- W4385570812 creator A5092596212 @default.
- W4385570812 date "2023-01-01" @default.
- W4385570812 modified "2023-09-25" @default.
- W4385570812 title "Low-Resource Formality Controlled NMT Using Pre-trained LM" @default.
- W4385570812 doi "https://doi.org/10.18653/v1/2023.iwslt-1.30" @default.
- W4385570812 hasPublicationYear "2023" @default.
- W4385570812 type Work @default.
- W4385570812 citedByCount "0" @default.
- W4385570812 crossrefType "proceedings-article" @default.
- W4385570812 hasAuthorship W4385570812A5042292955 @default.
- W4385570812 hasAuthorship W4385570812A5042906485 @default.
- W4385570812 hasAuthorship W4385570812A5092596212 @default.
- W4385570812 hasBestOaLocation W43855708121 @default.
- W4385570812 hasConcept C111919701 @default.
- W4385570812 hasConcept C118505674 @default.
- W4385570812 hasConcept C138885662 @default.
- W4385570812 hasConcept C154945302 @default.
- W4385570812 hasConcept C162324750 @default.
- W4385570812 hasConcept C166957645 @default.
- W4385570812 hasConcept C187736073 @default.
- W4385570812 hasConcept C203005215 @default.
- W4385570812 hasConcept C204321447 @default.
- W4385570812 hasConcept C2775924081 @default.
- W4385570812 hasConcept C2776445246 @default.
- W4385570812 hasConcept C2777159308 @default.
- W4385570812 hasConcept C2777530160 @default.
- W4385570812 hasConcept C2780451532 @default.
- W4385570812 hasConcept C28490314 @default.
- W4385570812 hasConcept C38652104 @default.
- W4385570812 hasConcept C41008148 @default.
- W4385570812 hasConcept C41608201 @default.
- W4385570812 hasConcept C41895202 @default.
- W4385570812 hasConcept C48145219 @default.
- W4385570812 hasConcept C95457728 @default.
- W4385570812 hasConceptScore W4385570812C111919701 @default.
- W4385570812 hasConceptScore W4385570812C118505674 @default.
- W4385570812 hasConceptScore W4385570812C138885662 @default.
- W4385570812 hasConceptScore W4385570812C154945302 @default.
- W4385570812 hasConceptScore W4385570812C162324750 @default.
- W4385570812 hasConceptScore W4385570812C166957645 @default.
- W4385570812 hasConceptScore W4385570812C187736073 @default.
- W4385570812 hasConceptScore W4385570812C203005215 @default.
- W4385570812 hasConceptScore W4385570812C204321447 @default.
- W4385570812 hasConceptScore W4385570812C2775924081 @default.
- W4385570812 hasConceptScore W4385570812C2776445246 @default.
- W4385570812 hasConceptScore W4385570812C2777159308 @default.
- W4385570812 hasConceptScore W4385570812C2777530160 @default.
- W4385570812 hasConceptScore W4385570812C2780451532 @default.
- W4385570812 hasConceptScore W4385570812C28490314 @default.
- W4385570812 hasConceptScore W4385570812C38652104 @default.
- W4385570812 hasConceptScore W4385570812C41008148 @default.
- W4385570812 hasConceptScore W4385570812C41608201 @default.
- W4385570812 hasConceptScore W4385570812C41895202 @default.
- W4385570812 hasConceptScore W4385570812C48145219 @default.
- W4385570812 hasConceptScore W4385570812C95457728 @default.
- W4385570812 hasLocation W43855708121 @default.
- W4385570812 hasOpenAccess W4385570812 @default.
- W4385570812 hasPrimaryLocation W43855708121 @default.
- W4385570812 hasRelatedWork W1484029852 @default.
- W4385570812 hasRelatedWork W1512718085 @default.
- W4385570812 hasRelatedWork W2126364050 @default.
- W4385570812 hasRelatedWork W2771096531 @default.
- W4385570812 hasRelatedWork W2969407538 @default.
- W4385570812 hasRelatedWork W2991486972 @default.
- W4385570812 hasRelatedWork W3212418102 @default.
- W4385570812 hasRelatedWork W4287306395 @default.
- W4385570812 hasRelatedWork W4379525811 @default.
- W4385570812 hasRelatedWork W2610387714 @default.
- W4385570812 isParatext "false" @default.
- W4385570812 isRetracted "false" @default.
- W4385570812 workType "article" @default.