Benjamin Towle
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Natural Language Processing
(3)
Generation
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Keywords
smart reply
(3)
self-supervised learning
(1)
knowledge distillation
(1)
response generation
(1)
text generation
(1)
intent classification
(1)
implicit feedback
(1)
latent variable
(1)
world model
(1)
diversity optimization
(1)
pre-trained language model
(1)
classifier guidance
(1)
text-based game
(1)
dialogue system
(1)
model-based simulation
(1)
text-to-text model
(1)
retrieval system
(1)
smart reply system
(1)
autoregressive retrieval
(1)
reply diversification
(1)
Papers
Enhancing AI Assisted Writing with One-Shot Implicit Negative Feedback
EMNLP 2024
End-to-End Autoregressive Retrieval via Bootstrapping for Smart Reply Systems
EMNLP 2023
Model-Based Simulation for Optimising Smart Reply
ACL 2023
Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games
EMNLP 2022