Yawei Wang
Yawei Wang has 2 papers in our library, in 2025–2026; often with Soumya Smruti Mishra, Han Ding, Kang Zhou.
OpenAlex · h-index 2 · 2 works · 23 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 26 times in our library · ⭐ Paper Stars ranking: #7872
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 worksInformation Systems · 1 work
Works by year
2020s
Papers
- A Systematic Survey of Automatic Prompt Optimization Techniques (2025 · 40 citations)
Large language models react unpredictably to small changes in prompt wording, ordering or formatting. Manual prompt engineering is therefore laborious and quickly becomes outdated as models change. This survey by an Amazon Web Services team reviews black-box Automatic Prompt Optimization (APO): methods that improve… - Reinforcement Learning for Self-Improving Agent with Skill Library (2026 · 8 citations)
Agents built on LLMs and trained with RL often stay tied to their training scenarios. They struggle to turn experience gathered after deployment into better performance on later tasks. Skill libraries, where agents store reusable routines, can help, but current versions rely on hand-written prompts and so depend on…
Co-authors here
- Soumya Smruti Mishra ×2
- Han Ding
- Kang Zhou
- Kiran Ramnath
- Lin Lee Cheong
- Sangmin Woo
- Shuai Wang
- Xuan Qi
- Yijun Tian
- Zhichao Xu
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
Cited by
Updated
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