Yoichi Aoki
4 papers · 2023–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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The Questioner
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Research topics
Keywords
chain-of-thought reasoning
(2)
model interpretability
(1)
causal effect
(1)
language model
(1)
length extrapolation
(1)
information flow
(1)
sequence to sequence
(1)
arithmetic reasoning
(1)
multi-step reasoning
(1)
neural-symbolic reasoning
(1)
heuristic strategy
(1)
lexical overlap
(1)
intermediate step
(1)
heuristic strategies
(1)
symbolic reasoning
(1)
internal reasoning mechanism
(1)
Papers
LLMs Faithfully and Iteratively Compute Answers During CoT: A Systematic Analysis With Multi-step Arithmetics
EACL 2026
First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning
EMNLP 2024
Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?
EACL 2023
Empirical Investigation of Neural Symbolic Reasoning Strategies
EACL 2023