Miao Xiong
Miao Xiong has 2 papers in our library, in 2025, most of them on Language models & pretraining, Evaluation & benchmarks; often with Bryan Hooi, Hui Chen, Jiaying Wu.
OpenAlex · h-index 1 · 1 works · 1 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 26 times in our library · ⭐ Paper Stars ranking: #10637
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksDecision Sciences · 1 workHistory and Philosophy of Science · 1 workInformation Systems and Management · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research (2025 · 21 citations)
There is no common yardstick for judging how well AI agents carry out open-ended machine learning research. - Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results (2025 · 6 citations)
Uncertainty quantification (UQ) methods for language models are usually benchmarked by checking, via AUROC, how well uncertainty scores separate correct from incorrect answers.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2025
Cited by
Updated
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