EDBT 2026 Demo / reviewers in the wild / expert
Yixin Ou
dblp:336/6083
· DBLP profile ↗
3ranked-venue papers
0as first author
3since 2021 · last 2024
0000-0001-7656-8004ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 2 since 2021Applied, interdisciplinary, general and emerging computing · 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
2 papers |
Language models and text generation · 100% | |
| Interdisciplinary, comprehensive, and emerging computing
1 paper |
Environmental and earth informatics · 100% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Natural language and speech › Language models and text generation › pre-trained language model
domain-specific language model |
0.8 | 1 | 2024 | OceanGPT: A Large Language Model for Ocean Science Tasks · ACL (1) 2024 |
Natural language and speech › Language models and text generation
prompting |
0.7 | 1 | 2023 | Reasoning with Language Model Prompting: A Survey · ACL (1) 2023 |
Environmental and earth informatics
oceanography |
0.2 | 1 | 2024 | OceanGPT: A Large Language Model for Ocean Science Tasks · ACL (1) 2024 |
Methods — techniques the papers use, named apart from their topics
large language model · 1.5instruction tuning · 1.5prompting · 0.7
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2024 | OceanGPT: A Large Language Model for Ocean Science TasksabstractZhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun Chen. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024. Zhen Bi, Ningyu Zhang 0001, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun Chen |
ACL (1) | 4 |
| 2024 | LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities
Jing Chen 0060, Shuofei Qiao, Yixin Ou, Yunzhi Yao, Shumin Deng, Huajun Chen, Ningyu Zhang 0001 |
World Wide Web (WWW) | 5 |
| 2023 | Reasoning with Language Model Prompting: A SurveyabstractShuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023. Shuofei Qiao, Yixin Ou, Ningyu Zhang 0001, Xiang Chen 0016, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang 0002, Huajun Chen |
ACL (1) | 2 |