Takateru Yamakoshi
4 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Architectures
(3)
Natural Language Processing
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
transformer architecture
(1)
representation learning
(1)
knowledge distillation
(1)
masked language model
(1)
serial reproduction
(1)
prior distribution
(1)
attention head
(1)
sampling method
(1)
causal intervention
(1)
commonsense reasoning
(1)
student model
(1)
neural language model
(1)
syntactic representation
(1)
pronoun resolution
(1)
syntactic generalization
(1)
probing method
(1)
winograd schema
(1)
generative stochastic network
(1)
attention matrix
(1)
grammatical construction
(1)
Papers
Evaluating distillation methods for data-efficient syntax learning
EMNLP 2025
Causal interventions expose implicit situation models for commonsense language understanding
ACL 2023
Probing BERT’s priors with serial reproduction chains
ACL 2022
Investigating representations of verb bias in neural language models
EMNLP 2020