Huan Zhao
Huan Zhao has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining, Information extraction, Evaluation & benchmarks; often with Changlong Yu, Jun Gao, Ruifeng Xu.
OpenAlex · ORCID · Wikidata · h-index 21 · 59 works · 2,851 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 70 times in our library · ⭐ Paper Stars ranking: #6450
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 4Research subjects and languages the work is about.Information extraction · 2 worksLanguage models & pretraining · 2 worksEvaluation & benchmarks · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Exploring the Feasibility of ChatGPT for Event Extraction (2023 · 115 citations)
The paper asks whether ChatGPT can perform event extraction from a prompt alone, without task-specific training data or fine-tuning. - EventRL: Enhancing Event Extraction with Outcome Supervision for Large Language Models (2024 · 11 citations)
LLMs used for event extraction (EE) often break the task schema. They attach arguments that a given event type does not allow, or they invent event types that the instructions never defined. The authors argue that Supervised Fine-Tuning (SFT) handles these errors poorly. Under NLL loss, a wrong type or role may… - EngiBench: A Benchmark for Evaluating Large Language Models on Engineering Problem Solving (2026 · 3 citations)
Math benchmarks such as GSM8K and MATH test LLMs on clean, fully specified problems. Real engineering work is different: it involves physical context, missing information, competing goals and uncertainty. EngiBench is designed to measure how LLMs handle such tasks and to diagnose where they fail. Problems from many…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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