Ryan Lowe
9 papers · 2016–2022 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π Conference Polyglot Β· Bronze
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Topic Pioneer
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Mega-Team Β· Squad
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Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Deep Learning
(5)
Machine Learning
(5)
Core AI
(5)
Natural Language Processing
(4)
Learning Types Β· Machine Learning
(4)
Reinforcement Learning
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Methods
(3)
Applications
(2)
Core Methods
(2)
Knowledge & Reasoning
(1)
Architectures
(1)
Learning Paradigms
(1)
Keywords
language model
(2)
deep reinforcement learning
(2)
dialogue evaluation
(2)
reinforcement learning
(2)
imitation learning
(1)
policy gradient
(1)
multi-agent reinforcement learning
(1)
reward model
(1)
instruction following
(1)
language model alignment
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
language learning
(1)
human judgment
(1)
competitive game
(1)
reading comprehension
(1)
latent representation
(1)
human feedback
(1)
preference learning
(1)
reward modeling
(1)
Papers
Training language models to follow instructions with human feedback
NeurIPS 2022
Learning an Unreferenced Metric for Online Dialogue Evaluation
ACL 2020
Learning to summarize with human feedback
NeurIPS 2020
Seeded self-play for language learning
EMNLP 2019
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
NeurIPS 2017
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses
ACL 2017
World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions
EMNLP 2017
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation
EMNLP 2016
Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data
ACL 2016