|
gptkbp:instance_of
|
gptkb:Transformers
gptkb:Model
gptkb:golf_tournament
|
|
gptkbp:aims_to
|
explore limits of transfer learning
|
|
gptkbp:application
|
natural language processing
|
|
gptkbp:applies_to
|
various NLP tasks
|
|
gptkbp:architecture
|
gptkb:Transformers
encoder-decoder
|
|
gptkbp:attendance
|
30,000
|
|
gptkbp:can
|
languages
|
|
gptkbp:can_be_fine_tuned_for
|
specific tasks
|
|
gptkbp:can_be_used_for
|
gptkb:translator
question answering
text generation
text summarization
text classification
|
|
gptkbp:can_create
|
gptkb:text
|
|
gptkbp:can_lead_to
|
Qualification for Future Tournaments
|
|
gptkbp:can_provide
|
questions
|
|
gptkbp:career_assists
|
7,075 yards
|
|
gptkbp:cut
|
+3
|
|
gptkbp:defending_champion
|
gptkb:Brooks_Koepka
|
|
gptkbp:developed_by
|
gptkb:Google_Research
|
|
gptkbp:events
|
gptkb:2019_U._S._Open
gptkb:golf_tournament
|
|
gptkbp:field_dimensions
|
156 players
|
|
gptkbp:first_match
|
70
72
71
June 16, 2019
|
|
gptkbp:focus_area
|
gptkb:true
|
|
gptkbp:format
|
stroke play
|
|
gptkbp:has_achieved
|
state-of-the-art results
Golf Players
|
|
gptkbp:has_variants
|
small, base, large, 3 B, 11 B
|
|
gptkbp:held_in
|
gptkb:2014_U._S._Open
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
T5
|
|
gptkbp:influenced
|
subsequent models
|
|
gptkbp:influenced_by
|
gptkb:BERT
|
|
gptkbp:input_output
|
gptkb:text
|
|
gptkbp:introduced_in
|
gptkb:2019
|
|
gptkbp:is_available_on
|
gptkb:Git_Hub
gptkb:Py_Torch_Hub
gptkb:Tensor_Flow_Hub
|
|
gptkbp:is_based_on
|
transfer learning principles
|
|
gptkbp:is_cited_in
|
other research works
|
|
gptkbp:is_compatible_with
|
gptkb:Hugging_Face_Transformers
|
|
gptkbp:is_considered
|
a benchmark model
a versatile model
|
|
gptkbp:is_discussed_in
|
conferences
|
|
gptkbp:is_documented_in
|
research papers
|
|
gptkbp:is_evaluated_by
|
gptkb:GLUE_benchmark
gptkb:Super_GLUE_benchmark
peer reviews
|
|
gptkbp:is_influenced_by
|
gptkb:GPT_models
gptkb:Ro_BERTa
gptkb:XLNet
|
|
gptkbp:is_noted_for
|
Performance in Masters Tournament
|
|
gptkbp:is_open_source
|
gptkb:true
|
|
gptkbp:is_part_of
|
gptkb:sports_championship
NLP research community
Google AI initiatives
transfer learning frameworks
|
|
gptkbp:is_recognized_for
|
its flexibility
its performance
|
|
gptkbp:is_related_to
|
NLP advancements
Leader Board
|
|
gptkbp:is_scalable
|
gptkb:true
|
|
gptkbp:is_supported_by
|
community contributions
|
|
gptkbp:is_trained_in
|
C4 dataset
unsupervised data
supervised data
|
|
gptkbp:is_used_for
|
model evaluation
data augmentation
feature extraction
|
|
gptkbp:is_used_in
|
gptkb:academic_research
industry applications
|
|
gptkbp:measures
|
gptkb:Score
|
|
gptkbp:media_coverage
|
gptkb:Fox_Sports
|
|
gptkbp:model
|
varies from small to large
|
|
gptkbp:next_season
|
gptkb:2020_U._S._Open
|
|
gptkbp:notable_players
|
gptkb:Patrick_Reed
gptkb:Matthew_Wolff
gptkb:Sergio_Garcia
gptkb:Rickie_Fowler
gptkb:Jordan_Spieth
gptkb:Rory_Mc_Ilroy
gptkb:Lee_Hodges
gptkb:Phil_Mickelson
gptkb:Jason_Day
gptkb:Justin_Thomas
gptkb:Louis_Oosthuizen
gptkb:Shane_Lowry
gptkb:Gary_Woodland
gptkb:Hideki_Matsuyama
gptkb:Dustin_Johnson
gptkb:Bubba_Watson
gptkb:Francesco_Molinari
gptkb:Henrik_Stenson
gptkb:Tiger_Woods
|
|
gptkbp:occurs_in
|
Professional Golf Tournaments
|
|
gptkbp:par
|
71
|
|
gptkbp:part_of
|
gptkb:2016_U._S._Open
|
|
gptkbp:performance
|
high accuracy
F1 score
accuracy
BLEU score
ROUGE score
|
|
gptkbp:players
|
gptkb:Matt_Kuchar
gptkb:Xander_Schauffele
gptkb:Brooks_Koepka
gptkb:Rory_Mc_Ilroy
Various players
|
|
gptkbp:plot_summary
|
documents
|
|
gptkbp:previous_season
|
gptkb:2018_U._S._Open
|
|
gptkbp:prize_money
|
12,500,000 USD
|
|
gptkbp:published_in
|
gptkb:2020
|
|
gptkbp:recorded_in
|
Golf Statistics
|
|
gptkbp:represents
|
5th place finish
|
|
gptkbp:rounds
|
gptkb:4
|
|
gptkbp:scientific_classification
|
gptkb:text
|
|
gptkbp:score
|
-1
E (Even par)
|
|
gptkbp:sponsor
|
gptkb:United_States_Golf_Association
|
|
gptkbp:supports
|
multiple languages
multi-task learning
|
|
gptkbp:tournament
|
gptkb:U._S._Open
gptkb:none
|
|
gptkbp:tuning
|
task-specific datasets
|
|
gptkbp:type
|
text-to-text transformer
|
|
gptkbp:uses
|
self-attention mechanism
text-to-text framework
|
|
gptkbp:weather_conditions
|
foggy
|
|
gptkbp:bfsParent
|
gptkb:Volkswagen
gptkb:transportation
|
|
gptkbp:bfsLayer
|
4
|