Jichuan Zeng

4 papers · 2018–2026 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

ACL (3) EMNLP (1)

Top co-authors

Cuiyun Gao (3) Chuanyi Liu (2) Peiyi Han (2) Irwin King (2) Zhenbo Shi (1) Xi Victoria Lin (1) Xin-Cheng Wen (1) Michael R. Lyu (1) Jiyu Guo (1) Caiming Xiong (1)

Research topics

Artificial Intelligence (4) Core AI (4) Deep Learning (3) Machine Learning (2) Natural Language Processing (2) Core Methods (2) Generation (2) Learning Types (2) Models (2) Applications (1) Optimization & Theory (1) Resources & Methods (1) Understanding (1)

Keywords

large language model (2) semantic parsing (2) prompt engineering (1) topic modeling (1) short text classification (1) sql generation (1) unsupervised reinforcement learning (1) cross-domain adaptation (1) memory network (1) sequence editor (1) text-to-sql parsing (1) latent topic (1) question rewriting (1) neural network (1) execution-guided refinement (1) database content (1) topic memory network (1) advantage shaping (1) sequence labeling (1) free energy principle (1)

Papers

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs ACL 2026 Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement ACL 2024 Photon: A Robust Cross-Domain Text-to-SQL System ACL 2020 Topic Memory Networks for Short Text Classification EMNLP 2018