Robert Hawkins
11 papers · 2019–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (37) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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Prolific Year · Productive
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Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Artificial Intelligence
(9)
Machine Learning
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Core AI
(7)
Learning Types · Machine Learning
(7)
Deep Learning
(6)
Learning Types · Deep Learning
(5)
Natural Language Processing
(4)
Architectures
(3)
Core Methods
(3)
Learning Paradigms
(3)
Resources & Methods
(2)
Understanding
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
large language model
(2)
representation learning
(2)
reinforcement learning
(1)
domain adaptation
(1)
visual question answering
(1)
masked language model
(1)
point cloud
(1)
natural language
(1)
visual grounding
(1)
question generation
(1)
efficient computing
(1)
language grounding
(1)
serial reproduction
(1)
reward function
(1)
prior distribution
(1)
multimodal learning
(1)
pragmatic reasoning
(1)
hierarchical structure
(1)
contextual bandit
(1)
continual learning
(1)
Papers
Simulating Opinion Dynamics with Networks of LLM-based Agents
NAACL 2024
Causal interventions expose implicit situation models for commonsense language understanding
ACL 2023
Abstract Visual Reasoning with Tangram Shapes
EMNLP 2022
How to talk so AI will learn: Instructions, descriptions, and autonomy
NeurIPS 2022
Mixed-effects transformers for hierarchical adaptation
EMNLP 2022
Probing BERT’s priors with serial reproduction chains
ACL 2022
Using natural language and program abstractions to instill human inductive biases in machines
NeurIPS 2022
Open-domain clarification question generation without question examples
EMNLP 2021
Continual Adaptation for Efficient Machine Communication
CoNLL 2020
Investigating representations of verb bias in neural language models
EMNLP 2020
Shapeglot: Learning Language for Shape Differentiation
ICCV 2019