Xiaoyu Li
Xiaoyu Li has 2 papers in our library, in 2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Jiaming Wang, Peng Ding, Xuezhi Cao.
OpenAlex · h-index 0 · 4 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #11733
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- Meeseeks: A Feedback-Driven, Iterative Self-Correction Benchmark evaluating LLMs' Instruction Following Capability (2026 · 1 citation)
Large language models often fail to satisfy every requirement in prompts that contain many constraints. Meeseeks is a benchmark that measures how far models can improve when they get repeated, targeted feedback. It works in cycles. The tested model answers a prompt, and each constraint is checked automatically. The… - SOP-Maze: Evaluating Large Language Models on Complicated Business Standard Operating Procedures (2026)
Most instruction-following benchmarks do not test whether LLMs can carry out the long, branching standard operating procedures (SOPs) used in real business workflows, where user input is often noisy.
Co-authors here
- Jiaming Wang ×2
- Peng Ding ×2
- Xuezhi Cao ×2
- Yilin Jin ×2
- Zhe Tang ×2
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
Cited by
Updated
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