VLDB 2026 Research / reviewers in the wild / expert
Lei Bai 0020
dblp:435/7066
· DBLP profile ↗
1ranked-venue papers
0as first author
1since 2021 · last 2026
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
1 paper |
Reinforcement learning · 87% Language models and text generation · 13% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Reinforcement learning › reinforcement learning for NLP
reinforcement learning for language models |
1.0 | 1 | 2026 | A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions · ACL (1) 2026 |
Machine learning › Reinforcement learning › sample efficiency
sample-efficient reinforcement learning |
1.0 | 1 | 2026 | A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions · ACL (1) 2026 |
Natural language and speech › Language models and text generation
large language model training |
0.3 | 1 | 2026 | A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
reinforcement learning · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and SolutionsabstractZhiyin Yu, Yuchen Mou, Juncheng Yan, Junyu Luo, Chunchun Chen, Xing Wei, Yunhui Liu, Hongru Sun, Yuxing Zhang, Jun Xu, Yatao Bian, Ming Zhang, Wei Ye, Tieke He, Jie Yang, Guanjie Zheng, Zhonghai Wu, Bo Zhang, Lei Bai, Xiao Luo. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Zhiyin Yu, Yuchen Mou, Juncheng Yan, Junyu Luo 0002, Chunchun Chen, Yunhui Liu 0002, Hongru Sun, Yatao Bian, Ming Zhang 0004, Tieke He, Jie Yang 0009, Guanjie Zheng, Zhonghai Wu, Bo Zhang 0069, Lei Bai 0020, Xiao Luo 0001 |
ACL (1) | 19 |