Language Models are Few-Shot Learners

GPTKB entity

Statements (67)
Predicate Object
gptkbp:instance_of gptkb:Research_Institute
gptkbp:bfsLayer 4
gptkbp:bfsParent gptkb:GPT-3
gptkbp:addresses Ethical Considerations
gptkbp:analyzes gptkb:musician
Model Performance
Data Efficiency
gptkbp:applies_to Text Generation
gptkbp:author gptkb:Tom_B._Brown
gptkbp:collaborated_with Interdisciplinary Research
Academic Institutions
gptkbp:contains Tables
Figures
gptkbp:contributed_to gptkb:software
gptkbp:discusses Scaling Laws
gptkbp:examines AI Research Papers
Prompting Techniques
gptkbp:exhibited_at gptkb:Zero-Shot_Learning
gptkbp:explores gptkb:streaming_service
gptkbp:focuses_on gptkb:Few-Shot_Learning
gptkbp:gift_shop Case Studies
gptkbp:highlights Limitations
https://www.w3.org/2000/01/rdf-schema#label Language Models are Few-Shot Learners
gptkbp:includes Experiments
gptkbp:influences AI Development
gptkbp:is_adopted_by Tech Companies
gptkbp:is_analyzed_in Bias Issues
gptkbp:is_available_on gptkb:ar_Xiv.org
gptkbp:is_challenged_by Adversarial Examples
Ethical Dilemmas
gptkbp:is_cited_in gptkb:Attention_is_All_You_Need
Numerous Subsequent Studies
AI Ethics Discussions
gptkbp:is_compared_to gptkb:GPT-3
Traditional Models
gptkbp:is_criticized_for Academic Reviews
gptkbp:is_discussed_in AI Conferences
gptkbp:is_enhanced_by Fine-Tuning Techniques
gptkbp:is_evaluated_by Performance Metrics
gptkbp:is_explored_in Human-Computer Interaction
Empirical Studies
Machine Learning Courses
gptkbp:is_influenced_by Deep Learning Advances
gptkbp:is_integrated_with Software Applications
gptkbp:is_part_of gptkb:AI_Research
gptkb:Neural_Information_Processing_Systems
gptkbp:is_referenced_in Subsequent Papers
gptkbp:is_related_to Generative Models
gptkbp:is_reviewed_by Literature Surveys
gptkbp:is_studied_in Cognitive Science
gptkbp:is_supported_by Research Grants
Funding Agencies
gptkbp:is_tested_for Various Datasets
gptkbp:is_used_in Chatbots
gptkbp:is_utilized_in gptkb:video_game_series
gptkbp:presented_by Conferences
gptkbp:proposed_by New Techniques
gptkbp:provides Benchmarks
gptkbp:published_by gptkb:Neur_IPS
gptkb:Neur_IPS_2020
Journals
gptkbp:suitable_for Future Research Directions
gptkbp:user_reviews gptkb:theorem
Existing Literature
gptkbp:uses gptkb:Transformer_Architecture
gptkbp:utilizes Large Datasets
gptkbp:written_in English