Language Models are Few-Shot Learners

GPTKB entity

Statements (67)
Predicate Object
gptkbp:instance_of gptkb:academic_journals
gptkbp:addresses Ethical Considerations
gptkbp:analyzes Model Performance
Data Efficiency
gptkbp:author gptkb:Tom_B._Brown
gptkbp:available_at gptkb:ar_Xiv.org
gptkbp:collaborated_with Interdisciplinary Research
Academic Institutions
gptkbp:contains Tables
Figures
gptkbp:contributes_to gptkb:Natural_Language_Processing
gptkbp:discusses Scaling Laws
gptkbp:examines Prompting Techniques
gptkbp:explores gptkb:stage_adaptation
gptkbp:focuses_on gptkb:Few-Shot_Learning
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:investigates gptkb:User_Experience
gptkbp:is_adopted_by Tech Companies
gptkbp:is_analyzed_in Bias Issues
gptkbp:is_applied_in Text Generation
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_critiqued_by Academic Reviews
gptkbp:is_discussed_in AI Conferences
gptkbp:is_enhanced_by Fine-Tuning Techniques
gptkbp:is_evaluated_by Performance Metrics
gptkbp:is_examined_in AI Research Papers
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_recommended_by Future Research Directions
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_for gptkb:Content_Creation
gptkbp:presented_by Conferences
gptkbp:presents Case Studies
gptkbp:proposed_by New Techniques
gptkbp:provides Benchmarks
gptkbp:published_by gptkb:Neur_IPS
Journals
gptkbp:published_in gptkb:Neur_IPS_2020
gptkbp:reviews gptkb:True
Existing Literature
gptkbp:uses gptkb:Transformer_Architecture
gptkbp:utilizes Large Datasets
gptkbp:was_a_demonstration_of gptkb:Zero-Shot_Learning
gptkbp:written_in English
gptkbp:bfsParent gptkb:GPT-3
gptkbp:bfsLayer 5