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Ryosuke Mitani

2 papers · 2022–2023 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze

Venues

ACL (2)

Top co-authors

Dong-Ho Lee (2) Akshen Kadakia (2) Takashi Shibuya (2) Xiang Ren (2) Jay Pujara (2) Toshiyuki Sekiya (2) Mahak Agarwal (1) Brihi Joshi (1) Kangmin Tan (1) Xinyu Feng (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Core AI (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Understanding (1)

Keywords

few-shot learning (1) text classification (1) in-context learning (1) named entity recognition (1) out-of-distribution generalization (1) model interpretability (1) human feedback (1) out-of-distribution detection (1) feedback learning (1) model interpretation (1) explanation-based debugging (1) demonstration-based learning (1) spurious bia (1)

Papers

XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models ACL 2023 Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER ACL 2022