Zhiyuan Wang
Zhiyuan Wang has 2 papers in our library, in 2026, most of them on Evaluation & benchmarks, Reasoning; often with Han Zhang, Haoran Luo, Jian Zhang.
OpenAlex · ORCID · h-index 8 · 36 works · 204 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workDecision Sciences · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 workLiterature and Literary Theory · 1 workManagement Science and Operations Research · 1 work
🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workReasoning · 1 work
Works by year
2020s
Papers
- MAXS: Meta-Adaptive Exploration with LLM Agents (2026)
The paper addresses inference-time decision making in tool-using LLM agents, where step-by-step methods such as CoT and ToT decide greedily without looking ahead, and small early mistakes can push a multi-tool trajectory off course. - Neo-Classic: A Benchmark for Evaluating Linguistic-Aesthetic Reasoning in Classical Chinese Poetry (2026)
LLMs score very highly on existing Classical Chinese Poetry benchmarks such as WenMind, CCPM and ACP. Because canonical Tang and Song poems are almost certainly in pre-training data, those scores may reflect recall rather than genuine understanding of poetic rules. NEO-CLASSIC tests this by comparing model behaviour…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/zhiyuan-wang/