Taku Sakamoto

3 papers · 2021–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ACL (1) COLING (1) NAACL (1)

Top co-authors

Akiko Aizawa (3) Saku Sugawara (1)

Research topics

Natural Language Processing (3) Applications (3) Machine Learning (2) Generation (2) Deep Learning (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

masked numeral prediction (2) language model (1) retrieval-augmented generation (1) semantic retrieval (1) error classification (1) context representation (1) nearest neighbor language model (1) numerical error detection (1) numerical common sense (1) quantitative aspect modeling (1) numerical magnitude regression (1) numeral-aware language model (1) quantitative commonsense (1) benchmark dataset (1) out-of-vocabulary numeral (1)

Papers

Development of Numerical Error Detection Tasks to Analyze the Numerical Capabilities of Language Models COLING 2025 Predicting Numerals in Text Using Nearest Neighbor Language Models ACL 2023 Predicting Numerals in Natural Language Text Using a Language Model Considering the Quantitative Aspects of Numerals NAACL 2021