Transformer Models

GPTKB entity

Statements (55)
Predicate Object
gptkbp:instance_of gptkb:software_framework
gptkbp:bfsLayer 3
gptkbp:bfsParent gptkb:Deep_Learning
gptkbp:applies_to gptkb:language
Question Answering
Sentiment Analysis
Text Summarization
gptkbp:based_on Attention Mechanism
gptkbp:competes_with CN Ns
RN Ns
gptkbp:developed_by gptkb:Google_Brain
gptkbp:enables Long-Range Dependencies
gptkbp:facilitates gptkb:streaming_service
gptkbp:has_impact_on gptkb:musical
gptkb:film_production_company
gptkb:Educational_Institution
gptkb:Twitter_account
gptkb:shopping_mall
gptkb:video_game_series
gptkb:railway_line
gptkb:Research_Institute
Finance
Healthcare
gptkbp:has_programs gptkb:studio
gptkb:building
gptkb:computer
Chatbots
Dialogue Systems
Language Modeling
Named Entity Recognition
Text Generation
Image Captioning
Multimodal Learning
Image-to-Text Generation
Text-to-Image Generation
gptkbp:has_variants gptkb:BERT
gptkb:GPT
gptkb:T5
gptkb:CTRL
gptkb:Distil_BERT
gptkb:ELECTRA
ALBERT
ERNIE
Ro BER Ta
XL Net
https://www.w3.org/2000/01/rdf-schema#label Transformer Models
gptkbp:improves Contextual Understanding
Parallelization
gptkbp:includes Encoder-Decoder Architecture
gptkbp:influences AI Development
NLP Research
gptkbp:introduced gptkb:2017
gptkbp:is_used_for gptkb:software
gptkbp:requires High Computational Power
Large Datasets