Shaoming Duan

4 papers · 2025–2026 · 3 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 · Bronze 🗺️ Taxonomy Completionist (10)

Venues

EMNLP (2) ACL (1) NAACL (1)

Top co-authors

Peiyi Han (4) Chuanyi Liu (4) Liang Yan (3) Yuhao Zhang (3) Jinhang Su (2) Yingwei Liang (1) Xinyu Zha (1) Youxuan Wu (1) Shengyuan Yu (1) Zirui Wang (1)

Research topics

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

Keywords

text generation (1) question generation (1) semantic alignment (1) synthetic data (1) tabular data synthesis (1) data synthesis (1) self-play fine-tuning (1) text-to-sql parsing (1) error-driven learning (1) adversarial fine-tuning (1) cross-modal generation (1) large language model (1) model interaction (1) textual column (1)

Papers

AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns ACL 2026 DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation NAACL 2025 SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning EMNLP 2025 TS-SQL: Test-driven Self-refinement for Text-to-SQL EMNLP 2025