Xiaotian Han
Xiaotian Han has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining; often with Hongye Jin, Jingfeng Yang, Xia Hu.
OpenAlex · ORCID · h-index 24 · 75 works · 2,152 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 239 citations in our library · ⭐ Paper Star rank #2392
Affiliations
🏛️Chinese Academy of SciencesBeijing ·
China2001–2026 · 32 papers🔬Institute of OceanologyQingdao ·
China2001–2026 · 27 papers🏥Fudan University Shanghai Cancer CenterShanghai ·
China2015–2026 · 16 papers🎓Shandong First Medical UniversityJinan ·
China2025–2026 · 6 papers🏥Shandong Provincial HospitalJinan ·
China2025–2026 · 6 papers🎓Fudan UniversityShanghai ·
China2010–2024 · 13 papers🎓Shanghai Medical College of Fudan UniversityShanghai ·
China2015–2023 · 10 papers🎓Texas A&M UniversityCollege Station ·
United States2023–2024 · 3 papers🔬State Key Laboratory of Transient Optics and PhotonicsXi'an2022–2023 · 3 papers🎓University of Chinese Academy of SciencesBeijing ·
China2022–2023 · 3 papers
Concepts, shelves and topics
📚 Shelves 5 Arts and Humanities · 2 works Computer Science · 2 works Artificial Intelligence · 2 works Language and Linguistics · 2 works Computer Vision and Pattern Recognition · 1 work
🧭 Topics 1 Language models & pretraining · 2 works
Works by year
2020s
Papers
- Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond (2023 · 811 citations)
This survey is a practical guide for people deciding whether a large language model suits a downstream NLP task, and which one to choose. - LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning (2024 · 78 citations)
Large language models that use RoPE usually fail on inputs longer than their pretraining sequence length. Perplexity spikes and outputs become erratic. In this ICML 2024 paper, the authors argue that the problem is not a lack of long-text understanding. Instead, they blame a "positional O.O.D." effect: at inference…
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