Shiping Yang
Shiping Yang has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining, Summarization, Evaluation & benchmarks; often with Angel X. Chang, Hengyuan Zhang, Chaofan Tao.
OpenAlex · h-index 1 · 4 works · 2 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 103 times in our library · ⭐ Paper Stars ranking: #7240
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 4Research subjects and languages the work is about.Evaluation & benchmarks · 1 workSummarization · 1 workInformation retrieval & search · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Human-like Summarization Evaluation with ChatGPT (2023 · 128 citations)
Automatic metrics for text summarization, such as ROUGE and embedding-based scores, often disagree with human judgment and offer little interpretability. - Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation (2026 · 13 citations)
Small LLMs are usually distilled by fine-tuning them on outputs from the most powerful available teacher. Prior work shows this can backfire: very strong teachers may produce answers that are too complex or too far from what the student can absorb. Earlier remedies (Mix, CAR) still make every candidate teacher answer… - Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data (2026)
Retrieval-augmented language models (RALMs) are usually tested against noise that changes a document's meaning.
Co-authors here
- Angel X. Chang ×2
- Hengyuan Zhang ×2
- Chaofan Tao
- Chenming Shang
- Dongmei Zhang
- Hayden Kwok-Hay So
- Jie Ruan
- Jing Xiong
- Ming Gong
- Mingqi Gao
- Ngai Wong
- Ning Wu
Venues
Cited by
Updated
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