Guangnan Ye
Guangnan Ye has 2 papers in our library, in 2026, most of them on Evaluation & benchmarks; often with Yuhang Zhou, Ge Zhang, Hongfeng Chai.
OpenAlex · h-index 1 · 4 works · 1 citations OpenAlex, 2026-10-14
Affiliations
🎓Fudan UniversityShanghai ·
China2026 · 4 papers🎓Shanghai Innovation InstituteShanghai ·
China2026 · 2 papers
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Evaluation & benchmarks · 1 work
Works by year
2020s
Papers
- GQLBench: A Large-Scale Cross-Domain, Cross-Dialect Benchmark for NL2GQL (2026)
NL2GQL is the task of mapping natural-language questions to graph database queries. It has lacked an evaluation resource that is large, spans many domains, and covers more than one query dialect. Earlier datasets usually target one field, such as finance or medicine, or only Cypher/nGQL, and they rely on costly… - PRISM: Probabilistic Reward Model with Inherent Structural Modeling (2026)
Reward models and LLM judges usually reduce many human judgments to one scalar. This blurs two distinct things: legitimate disagreement between annotators who value different qualities (Subjective Preference), and low-confidence judgments caused by ambiguity or missing expertise (Epistemic Uncertainty). The authors…
Co-authors here
Venues
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