Pengcheng Jiang
Pengcheng Jiang has 2 papers in our library, in 2025–2026; often with Jiawei Han, Jinfeng Xiao, Xueqiang Xu.
OpenAlex · ORCID · h-index 1 · 13 works · 3 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 11 times in our library · ⭐ Paper Stars ranking: #10943
Affiliations
🎓University of Illinois Urbana-ChampaignUrbana ·
United States2025–2026 · 9 papers🏢GoogleMountain View ·
United States2026 · 1 paper🎓University of California, BerkeleyBerkeley ·
United States2026 · 1 paper
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
- s3: You Don't Need That Much Data to Train a Search Agent via RL (2025 · 12 citations)
Training LLM search agents with reinforcement learning usually takes one of two routes. Some methods reward retrieval metrics such as NDCG, which may not reflect answer quality. Others fine-tune a single model to both search and answer, which mixes the two skills and rules out frozen or proprietary generators. The… - Zero-Shot Open-Schema Entity Structure Discovery (2026)
Most LLM-based methods for extracting entities and their attribute–value descriptions depend on a fixed schema or labeled examples, so they miss attributes nobody anticipated.
Co-authors here
- Jiawei Han ×2
- Jinfeng Xiao ×2
- Xueqiang Xu ×2
- Geeth De Mel
- James Barry
- Jiaru Zou
- Jimeng Sun
- Mohab Elkaref
- Yunyi Zhang
- Zifeng Wang
Venues
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
Cited by
Updated
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