Ge Qu

5 papers · 2023–2025 · 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 (15) 🐣 Hot Topic Early Bird ❓ The Questioner (2)

Venues

ACL (3) ICML (1) NeurIPS (1)

Top co-authors

Bowen Qin (5) Jinyang Li (5) Nan Huo (5) Reynold Cheng (5) Chenhao Ma (4) Xiaolong Li (2) Xiaodong Li (2) Bowen Li (2) Binhua Li (1) Yan Gao (1)

Research topics

Natural Language Processing (5) Artificial Intelligence (4) Applications (4) Core AI (4) Generation (4) Deep Learning (2) Learning Types (2) Understanding (1)

Keywords

large language model (4) hierarchical reasoning (2) question answering (1) semantic parsing (1) error detection (1) natural language (1) hallucination mitigation (1) task alignment (1) retrieval-augmented generation (1) database query (1) error correction (1) natural language interface (1) knowledge conflict (1) small language model (1) query generation (1) context complexity (1) text-to-sql generation (1) action trajectory (1) database interface (1) benchmark (1)

Papers

Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? ICML 2025 Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025 SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL ACL 2025 Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation ACL 2024 Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs NeurIPS 2023