Machi Shimmei

2 papers · 2025–2025 · 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 🧭 Keyword Pioneer

Venues

EMNLP (1) IJCNLP (1)

Top co-authors

Wenzhi Wang (2) Naoya Inoue (2) Paul Reisert (2) Kentaro Inui (2) Shoichi Naito (2) Jungmin Choi (2) Surawat Pothong (2) Ana Brassard (1)

Research topics

Artificial Intelligence (2) Natural Language Processing (2) Core AI (2) Machine Learning (1) Reinforcement Learning (1) Applications (1) Generation (1) Learning Types (1) Methods (1)

Keywords

reinforcement learning (1) natural language inference (1) natural language generation (1) question generation (1) educational technology (1) benchmark dataset (1) socratic questioning (1) natural language reasoning (1) logical structure (1) text-grounded learning (1) pedagogical feedback (1) verifiable reward (1) reinforcement learning with verifiable reward (1) logical structure identification (1) counter argument analysis (1) logical predicate question (1) source-span grounding (1)

Papers

FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding IJCNLP 2025 Identification of Multiple Logical Interpretations in Counter-Arguments EMNLP 2025