Yangyifan Xu
Yangyifan Xu has 2 papers in our library, in 2025, most of them on Language models & pretraining; often with Jiajun Zhang, Jianghao Chen, Junhong Wu.
OpenAlex · h-index 3 · 12 works · 29 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 20 times in our library · ⭐ Paper Stars ranking: #8896
Affiliations
🏛️Chinese Academy of SciencesBeijing ·
China2024–2025 · 7 papers🔬Institute of AutomationBeijing ·
China2024–2025 · 7 papers🎓University of Chinese Academy of SciencesBeijing ·
China2024–2025 · 7 papers🎓Beijing Jiaotong UniversityBeijing ·
China2021 · 3 papers
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 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs (2025 · 12 citations)
Extending LLMs to long inputs usually relies on continual pre-training with long documents. However, there has been no reliable way to judge whether a long sample actually contains meaningful long-range connections or is just loosely joined text. The authors first show that this matters. Llama2-7B trained on 32K… - Hit the Sweet Spot! Span-Level Ensemble for Large Language Models (2025 · 11 citations)
Combining several large language models can exploit their complementary strengths, but current ensembling works at two awkward granularities.
Co-authors here
- Jiajun Zhang ×2
- Jianghao Chen ×2
- Junhong Wu ×2
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- International Conference on Computational Linguistics (COLING): COLING 2025
Cited by
Updated
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