Hanchong Zhang
7 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (11)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(23)
π₯
Mega-Team
(23)
π±
Topic Pioneer
β
The Questioner
Conferences
ACL (3)
NIPS (2)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
semantic parsing
(3)
large language model
(2)
database schema
(2)
in-context learning
(2)
policy gradient
(1)
language model agent
(1)
reinforcement learning
(1)
policy learning
(1)
few-shot learning
(1)
sql generation
(1)
vision language model
(1)
multimodal agent
(1)
code generation
(1)
tool use
(1)
expert consultation
(1)
memory system
(1)
multi-turn interaction
(1)
retrieval-augmented generation
(1)
tool usage
(1)
benchmark evaluation
(1)
Papers
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering
ACL 2025
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
NIPS 2024
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions
NAACL 2024
AGILE: A Novel Reinforcement Learning Framework of LLM Agents
NIPS 2024
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset
ACL 2023
Exploring Schema Generalizability of Text-to-SQL
ACL 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought
EMNLP 2023