Jie Ruan
Jie Ruan has 2 papers in our library, in 2023–2025, most of them on Evaluation & benchmarks, Summarization, Text generation; often with Mingqi Gao, Xiaojun Wan, Xunjian Yin.
OpenAlex · ORCID · h-index 7 · 23 works · 222 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 151 times in our library · ⭐ Paper Stars ranking: #5715
Affiliations
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 3Research subjects and languages the work is about.Evaluation & benchmarks · 2 worksText generation · 1 workSummarization · 1 work
Works by year
2020s
Papers
- LLM-based NLG Evaluation: Current Status and Challenges (2025 · 153 citations)
Judging natural language generation is difficult because a good output has no single correct form and must satisfy several quality criteria at once. - Human-like Summarization Evaluation with ChatGPT (2023 · 128 citations)
Automatic metrics for text summarization, such as ROUGE and embedding-based scores, often disagree with human judgment and offer little interpretability.
Co-authors here
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