Pengfei Li
Pengfei Li has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Reasoning; often with Deyu Zhou, Irina Piontkovskaya, Jialong Wu.
OpenAlex · ORCID · h-index 18 · 77 works · 1,296 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 32 times in our library · ⭐ Paper Stars ranking: #8110
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workLiterature and Literary Theory · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- PanGu-{\Sigma}: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing (2023 · 40 citations)
PanGu-Σ is a Huawei technical report on training a trillion-parameter language model on limited hardware. Sparse Mixture-of-Experts models usually suffer from unbalanced expert load and costly all-to-all communication, and offloading work to the host CPU tends to reduce throughput. The authors start from PanGu-α… - Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties (2026)
Existing temporal reasoning benchmarks for LLMs are mostly English and rule-generated. They offer little narrative context and test few entities at a time. The authors address this with Chinese Time Reasoning (CTM), a Chinese-language benchmark based on dynastic chronology from roughly 2100 BCE to 1912. It draws on a…
Co-authors here
Venues
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
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