conftrace_

Lei Sheng

4 papers · 2025–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AACL (2) IJCNLP (2)

Top co-authors

Xu Shuai Shuai (4)

Keywords

reinforcement learning (2) language model (2) supervised fine-tuning (2) small language model (2) large language model (2) group relative policy optimisation (2) output revision (1) sql generation (1) query generation (1) merge revision (1) edge deployment (1) parallel sampling (1)

Papers

CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning IJCNLP 2025 SLM-SQL: An Exploration of Small Language Models for Text-to-SQL IJCNLP 2025 CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning AACL 2025 SLM-SQL: An Exploration of Small Language Models for Text-to-SQL AACL 2025