Shubin Cai

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 🗺️ Taxonomy Completionist (13)

Venues

ACL (1) NAACL (1)

Top co-authors

Zhong Ming (2) Rian He (1) Rongsheng Lin (1) Jialei Zhang (1) Zhihui Shao (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Core AI (2) Learning Types · Machine Learning (2) Deep Learning (1) Interdisciplinary (1) Applications (1) Core Methods (1) Generation (1) Learning Types · Deep Learning (1) Linguistics (1) Understanding (1)

Keywords

sequence labeling (1) chinese word segmentation (1) question classification (1) sql generation (1) multi-agent collaboration (1) teacher model (1) contextual knowledge (1) schema selection (1) large language model (1) multi-agent system (1) neural framework (1) self distillation (1) weight module (1) character feature (1)

Papers

Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 2025 Weighted self Distillation for Chinese word segmentation ACL 2022