Ziyi Ye
Ziyi Ye has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining; often with Haitao Li, Junjie Chen, Piji Li.
OpenAlex · ORCID · h-index 2 · 4 works · 14 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 157 times in our library · ⭐ Paper Stars ranking: #5713
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Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 workCognitive Neuroscience · 1 workNeuroscience · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods (2024 · 195 citations)
Open-ended LLM output is hard to evaluate. N-gram metrics such as BLEU and ROUGE miss qualities like fluency, coherence and creativity. Human annotation captures them but is slow and costly at scale. This survey by Li et al. reviews the growing practice of using LLMs themselves as evaluators, called "LLMs-as-judges." - Language Reconstruction with Brain Predictive Coding from fMRI Data (2026 · 2 citations)
This work asks whether the brain's habit of anticipating upcoming words can improve the decoding of continuous language from fMRI recordings.
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