Statements (104)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:translator
|
| gptkbp:access |
yes
|
| gptkbp:application |
natural language processing
|
| gptkbp:architecture |
gptkb:Transformers
|
| gptkbp:collaboration |
universities
research institutions international research teams |
| gptkbp:collaborations |
international
ongoing |
| gptkbp:community |
growing
|
| gptkbp:community_engagement |
active
|
| gptkbp:community_support |
active
active community |
| gptkbp:data_privacy |
ensured
|
| gptkbp:developed_by |
gptkb:Meta
gptkb:Facebook_AI_Research |
| gptkbp:evaluates |
continuous
BLEU score human evaluation |
| gptkbp:feature |
continuous learning
customization options data privacy high accuracy interoperability low latency scalability robustness real-time translation transfer learning multi-task learning adaptability contextual understanding user feedback integration language agnostic domain adaptation support for dialects support for regional variations support for idioms support for literary language support for slang support for technical language support for formal language support for informal language fine-tuning capabilities user-friendly API support for collaborative translation support for context-specific translations support for cultural nuances support for machine translation post-editing support for translation memory support for user-defined glossaries |
| gptkbp:field_of_study |
gptkb:Artificial_Intelligence
|
| gptkbp:funding |
grants
|
| gptkbp:future_prospects |
improvements in accuracy
|
| gptkbp:goal |
improve translation quality
zero-shot translation |
| gptkbp:has_documentation |
available
|
| https://www.w3.org/2000/01/rdf-schema#label |
M2 M-100
|
| gptkbp:impact |
gptkb:significant
|
| gptkbp:input_output |
gptkb:text
|
| gptkbp:is_integrated_with |
yes
|
| gptkbp:is_open_source |
gptkb:true
|
| gptkbp:language |
high
multilingual many-to-many |
| gptkbp:language_coverage |
global
|
| gptkbp:language_of_instruction |
facilitated
|
| gptkbp:language_support |
multiple languages
|
| gptkbp:license |
Apache License 2.0
|
| gptkbp:mission |
minimize translation error
|
| gptkbp:model |
gptkb:neural_networks
large |
| gptkbp:model_deployment |
cloud-based
|
| gptkbp:model_updates |
regular
|
| gptkbp:partnerships |
tech companies
|
| gptkbp:performance |
gptkb:WMT
state-of-the-art various datasets |
| gptkbp:predecessor |
gptkb:M2_M-100_model_family
|
| gptkbp:provides_information_on |
over 100 languages
multilingual text web data |
| gptkbp:publication |
research papers
|
| gptkbp:release_date |
gptkb:2021
|
| gptkbp:repository |
gptkb:Git_Hub
|
| gptkbp:scientific_goals |
advancing AI
|
| gptkbp:successor |
future models
future multilingual models |
| gptkbp:system_requirements |
high-performance GPUs
|
| gptkbp:training |
extensive
unsupervised learning several weeks self-supervised learning |
| gptkbp:training_programs |
gptkb:Py_Torch
|
| gptkbp:translation_accuracy |
high
|
| gptkbp:tuning |
possible
|
| gptkbp:type |
end-to-end model
|
| gptkbp:use_case |
cross-lingual tasks
|
| gptkbp:user_base |
researchers and developers
|
| gptkbp:user_experience |
enhanced
|
| gptkbp:user_feedback |
positive
|
| gptkbp:user_interface |
developer-friendly
|
| gptkbp:bfsParent |
gptkb:Facebook_AI_Research
|
| gptkbp:bfsLayer |
5
|