Dontopedia

back-translation

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back-translation is Translate queries to another language and then back to the original language.

11 facts·7 predicates·3 sources·2 in dispute

Mostly:rdf:type(3), is type of(2), is part of(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (8)

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hasSubTechniqueHas Sub Technique(2)

isProducedByIs Produced by(2)

containsContains(1)

includesTechniqueIncludes Technique(1)

mentionsTechniqueMentions Technique(1)

usesTechniqueUses Technique(1)

Other facts (10)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

10 facts
PredicateValueRef
Rdf:typeTechnique[1]
Rdf:typeAugmentation Technique[2]
Rdf:typeData Augmentation Technique[3]
Is Type ofData Augmentation Technique[1]
Is Type ofAugmentation Method[2]
Is Part ofData Augmentation[1]
Synonym ofTranslation Augmentation[1]
InvolvesTranslation[1]
DescriptionTranslate queries to another language and then back to the original language[3]
ProcessTranslate queries to another language and then back to the original language[3]

Timeline

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typebeam/a6561941-c8cb-43cc-816b-d2538bce7ce6
ex:Technique
labelbeam/a6561941-c8cb-43cc-816b-d2538bce7ce6
back-translation
isPartOfbeam/a6561941-c8cb-43cc-816b-d2538bce7ce6
ex:data-augmentation
isTypeOfbeam/a6561941-c8cb-43cc-816b-d2538bce7ce6
ex:data-augmentation-technique
synonymOfbeam/a6561941-c8cb-43cc-816b-d2538bce7ce6
ex:translation-augmentation
involvesbeam/a6561941-c8cb-43cc-816b-d2538bce7ce6
ex:translation
typebeam/625b0a67-3f2e-4325-bc2d-f02720f7b57d
ex:AugmentationTechnique
isTypeOfbeam/625b0a67-3f2e-4325-bc2d-f02720f7b57d
ex:augmentation-method
typebeam/c0918454-86e0-44f7-85fe-2eb2a8e147e5
ex:DataAugmentationTechnique
descriptionbeam/c0918454-86e0-44f7-85fe-2eb2a8e147e5
Translate queries to another language and then back to the original language
processbeam/c0918454-86e0-44f7-85fe-2eb2a8e147e5
Translate queries to another language and then back to the original language

References (3)

3 references
  1. ctx:claims/beam/a6561941-c8cb-43cc-816b-d2538bce7ce6
    • full textbeam-chunk
      text/plain1 KBdoc:beam/a6561941-c8cb-43cc-816b-d2538bce7ce6
      Show excerpt
      reformulator = QueryReformulator('t5-base') query = 'What is the meaning of life?' reformulated_query = reformulator.reformulate(query) print(reformulated_query) ``` ### 3. Data Augmentation If you have a limited amount of labeled data, co
  2. ctx:claims/beam/625b0a67-3f2e-4325-bc2d-f02720f7b57d
    • full textbeam-chunk
      text/plain1 KBdoc:beam/625b0a67-3f2e-4325-bc2d-f02720f7b57d
      Show excerpt
      outputs = model.generate(**inputs) # Return the reformulated query return tokenizer.decode(outputs[0], skip_special_tokens=True) # Test the reformulate_query function query = "What is the meaning of life?" reformulated_que
  3. ctx:claims/beam/c0918454-86e0-44f7-85fe-2eb2a8e147e5
    • full textbeam-chunk
      text/plain1 KBdoc:beam/c0918454-86e0-44f7-85fe-2eb2a8e147e5
      Show excerpt
      ### Step 3: Data Augmentation 1. **Back-Translation**: Translate your queries to another language and then back to the original language. 2. **Paraphrasing**: Use paraphrasing techniques to generate new variations of your queries. 3. **Syn

See also

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