Machine Translation

GPTKB entity

Statements (59)
Predicate Object
gptkbp:instanceOf Natural Language Processing Task
gptkbp:application Localization
Cross-Language Information Retrieval
Real-Time Communication
Subtitling
Translation Services
gptkbp:assesses gptkb:BLEU_Score
gptkb:METEOR
gptkb:chrF
gptkb:TER
gptkbp:challenge Ambiguity
Context Preservation
Domain Adaptation
Idioms
Low-Resource Languages
gptkbp:conference gptkb:Association_for_Computational_Linguistics_(ACL)_Conference
gptkb:Conference_on_Machine_Translation_(WMT)
gptkb:International_Conference_on_Computational_Linguistics_(COLING)
gptkbp:field gptkb:Linguistics
gptkb:artificial_intelligence
gptkb:Computational_Linguistics
gptkbp:firstResearch 1950s
gptkbp:goal Automatic Translation of Text or Speech
https://www.w3.org/2000/01/rdf-schema#label Machine Translation
gptkbp:input Source Language Text
gptkbp:method Neural Machine Translation
Rule-Based Machine Translation
Statistical Machine Translation
gptkbp:notableContributor gptkb:Franz_Josef_Och
gptkb:Philipp_Koehn
gptkb:Warren_Weaver
gptkb:Yoshua_Bengio
gptkbp:notableFor gptkb:Amazon_Translate
gptkb:Google_Translate
gptkb:DeepL
gptkb:Microsoft_Translator
gptkb:Yandex.Translate
gptkbp:organization gptkb:Asia-Pacific_Association_for_Machine_Translation
gptkb:European_Association_for_Machine_Translation
gptkb:Association_for_Computational_Linguistics
gptkbp:output Target Language Text
gptkbp:relatedConcept Computer-Assisted Translation
Post-Editing
Speech Translation
Transliteration
gptkbp:trainer gptkb:Europarl_Corpus
gptkb:OpenSubtitles
gptkb:UN_Parallel_Corpus
gptkb:WMT_Dataset
gptkbp:uses Recurrent Neural Networks
Attention Mechanism
Convolutional Neural Networks
Encoder-Decoder Architecture
Sequence-to-Sequence Models
Transformer Model
gptkbp:bfsParent gptkb:large_language_model
gptkb:Language_Technologies
gptkb:Large_Language_Models
gptkbp:bfsLayer 5