Google BERT

GPTKB entity

Statements (52)
Predicate Object
gptkbp:instance_of gptkb:Natural_Language_Processing
gptkbp:application gptkb:Biology
Question Answering
Sentiment Analysis
gptkbp:architecture gptkb:Transformers
gptkbp:available_on gptkb:Tensor_Flow
gptkb:Py_Torch
gptkbp:developed_by gptkb:Google
gptkbp:focus_area Self-Attention
Multi-Head Attention
gptkbp:has_impact_on gptkb:stage_adaptation
Pretrained Models
NLP Benchmarks
gptkbp:has_variants gptkb:Distil_BERT
gptkb:Tiny_BERT
gptkb:Ro_BERTa
gptkb:BERT-Base
gptkb:BERT-Large
ALBERT
https://www.w3.org/2000/01/rdf-schema#label Google BERT
gptkbp:improves Search Engine Results
gptkbp:influenced_by gptkb:ELMo
gptkb:GPT
gptkbp:is_influential_in gptkb:AI_Ethics
AI Development
Language Understanding
gptkbp:is_open_source gptkb:True
gptkbp:is_part_of gptkb:AI_Research
Deep Learning Frameworks
Machine Learning Community
gptkbp:is_trained_in gptkb:Wikipedia
gptkb:Common_Crawl
gptkb:Book_Corpus
CC-News
Open Web Text
gptkbp:is_used_in gptkb:Google
Chatbots
Information Retrieval
Text Summarization
Virtual Assistants
gptkbp:language English
Multilingual
gptkbp:performance Accuracy
F1 Score
Precision
Recall
gptkbp:pretraining_task Masked Language Model
Next Sentence Prediction
gptkbp:release_date gptkb:2018
gptkbp:uses Bidirectional Context
gptkbp:bfsParent gptkb:Open_AI_GPT-3
gptkbp:bfsLayer 5