Derong Xu
Derong Xu has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Information extraction; often with Enhong Chen, Tong Xu, Xiangyu Zhao.
OpenAlex · ORCID · h-index 7 · 24 works · 546 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 96 times in our library · ⭐ Paper Stars ranking: #4819
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksCognitive Neuroscience · 1 workNeuroscience · 1 work
🧭 Topics 2Research subjects and languages the work is about.Information extraction · 1 workLanguage models & pretraining · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Information extraction · 1 work
Works by year
2020s
Papers
- Large Language Models for Generative Information Extraction: A Survey (2023 · 406 citations)
Information extraction (IE) turns raw text into structured knowledge such as entities, relations and events. - Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory (2026)
LLM agents that personalize conversations over many sessions need a long-term user memory, because the context window cannot hold the whole history.
Co-authors here
- Enhong Chen ×2
- Tong Xu ×2
- Xiangyu Zhao ×2
- Chao Zhang
- Pengyue Jia
- Wei Chen
- Wenjun Peng
- Wenlin Zhang
- Xian Wu
- Yang Wang
- Yefeng Zheng
- Yimin Deng
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Frontiers of Computer Science: Frontiers of Computer Science 2023
Cited by
Updated
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