Zhi Jin
4 papers · Latest:
Software Engineering
From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology
OntoAgent is an LLM-powered agent that uses an experience ontology to conduct structured, efficient, and effective requirements elicitation interviews.
2605.05828
Software EngineeringRealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices
RealBench is a new benchmark for repo-level code generation, using structured designs (UML) to better align LLM evaluation with real-world software development.
2604.22659
Software EngineeringBridging the Gap between User Intent and LLM: A Requirement Alignment Approach for Code Generation
REA-Coder improves LLM code generation by iteratively aligning user requirements, addressing the common issue of LLMs misunderstanding prompts.
2604.16198
Natural Language ProcessingEvaluating the Formal Reasoning Capabilities of Large Language Models through Chomsky Hierarchy
ChomskyBench evaluates LLM formal reasoning across the Chomsky Hierarchy, revealing performance stratification and severe efficiency barriers for complex tasks.
2604.02709
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