Shilong Li
Shilong Li has 3 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning; often with Jiaheng Liu, Yancheng He, Hui Huang.
OpenAlex · ORCID · h-index 12 · 64 works · 322 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 63 times in our library · ⭐ Paper Stars ranking: #8586
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models (2024 · 34 citations)
Hallucination remains a major weakness of large language models. Factuality is hard to measure when models produce long answers that mix many claims. OpenAI's SimpleQA addressed this with short fact-seeking questions, but it covers only English. Chinese SimpleQA is a Chinese counterpart: 3,000 short questions, each… - Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? (2025 · 30 citations)
Reasoning models in the o1 style produce very long chains of thought (CoT). Until this paper, there was no systematic way to check how good those chains are, or whether other models can find the mistakes in them. The authors built DeltaBench to address both gaps. It contains 1,236 problems from Math, Programming, PCB… - MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training (2025 · 4 citations)
Large language models often fail on instructions that combine many constraints, frequently dropping some of them.
Co-authors here
- Jiaheng Liu ×3
- Yancheng He ×3
- Hui Huang ×2
- Weixun Wang ×2
- Xingyuan Bu ×2
- Bing Xu
- Bo Zheng
- Boren Zheng
- Conghui Zhu
- Ge Zhang
- Hangyu Guo
- Muyun Yang
Venues
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