Takumi Shibata

2 papers · 2022–2025 · 2 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 · Silver 🐣 Hot Topic Early Bird

Venues

COLING (1) EMNLP (1)

Top co-authors

Yuichi Miyamura (1) Masaki Uto (1)

Research topics

Machine Learning (2) Natural Language Processing (2) Applications (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Interdisciplinary (1) Application Areas (1) Core AI (1) Core Methods (1) Education (1) Learning Types · Deep Learning (1) Models (1) Social (1)

Keywords

automated essay scoring (2) preference learning (1) item response theory (1) pairwise comparison (1) deep neural network (1) essay scoring (1) multidimensional item response theory (1) analytic scoring (1) large language model (1) multi-dimensional assessment (1) zero-shot learning (1) psychometric modeling (1)

Papers

LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models EMNLP 2025 Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory COLING 2022