Demo Data from VLDB 2026 / reviewers in the wild / expert
Jim Plotts
dblp:425/8001
· DBLP profile ↗
1ranked-venue papers
0as first author
1since 2021 · last 2025
0009-0006-7851-0707ORCID · reported
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 |
Language models and text generation · 100% | |
| Databases, data mining, and information retrieval
1 paper |
Data mining · 100% |
Topics — the 2 heaviest of 2, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Natural language and speech › Language models and text generation
retrieval-augmented generation |
0.9 | 1 | 2025 | Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG · EMNLP 2025 |
Data mining
exploratory data analysis |
0.9 | 1 | 2025 | Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG · EMNLP 2025 |
Methods — techniques the papers use, named apart from their topics
large language model · 1.7graph-guided retrieval-augmented generation · 1.7
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAGabstractMossad Helali, Yutai Luo, Tae Jun Ham, Jim Plotts, Ashwin Chaugule, Jichuan Chang, Parthasarathy Ranganathan, Essam Mansour. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025. Mossad Helali, Yutai Luo, Tae Jun Ham, Jim Plotts, Ashwin Chaugule, Jichuan Chang, Parthasarathy Ranganathan, Essam Mansour 0001 |
EMNLP | 4 |