Benjamin Swanson
5 papers · 2012–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Applications · Reinforcement Learning
(2)
Applications · Natural Language Processing
(2)
Learning Paradigms
(2)
Methods
(2)
Resources & Methods
(2)
Deep Learning
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
multilingual model
(2)
continual learning
(1)
zero-shot learning
(1)
offline reinforcement learning
(1)
robotic manipulation
(1)
sequence labeling
(1)
cross-lingual transfer
(1)
data annotation
(1)
word alignment
(1)
synthetic data generation
(1)
robotic grasping
(1)
low-resource language
(1)
error analysis
(1)
multilingual language model
(1)
grammatical error detection
(1)
skill generalization
(1)
multi-task reinforcement learning
(1)
bilingual corpus
(1)
zero-shot cross-lingual transfer
(1)
collective learning
(1)
Papers
BinaryAlign: Word Alignment as Binary Sequence Labeling
ACL 2024
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection
EMNLP 2024
Scaling Up Multi-Task Robotic Reinforcement Learning
CoRL 2021
Never Stop Learning: The Effectiveness of Fine-Tuning in Robotic Reinforcement Learning
CoRL 2020
Native Language Detection with Tree Substitution Grammars
ACL 2012