Demo Data from VLDB 2026 / reviewers in the wild / expert
Daniel Matos
dblp:234/3736
· DBLP profile ↗
2ranked-venue papers
0as first author
1since 2021 · last 2025
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1
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 |
Planning, search and constraint satisfaction · 33% Language models and text generation · 33% Vision and language · 33% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Knowledge, reasoning and agents › Planning, search and constraint satisfaction
geospatial reasoning |
0.9 | 1 | 2025 | TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route · EMNLP 2025 |
Natural language and speech › Language models and text generation
large language model evaluation |
0.9 | 1 | 2025 | TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route · EMNLP 2025 |
Computer vision › Vision and language
spatial reasoning benchmark |
0.9 | 1 | 2025 | TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route · EMNLP 2025 |
Methods — techniques the papers use, named apart from their topics
benchmark construction · 0.9
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse RouteabstractHongyi Luo, Qing Cheng, Daniel Matos, Hari Krishna Gadi, Yanfeng Zhang, Lu Liu, Yongliang Wang, Niclas Zeller, Daniel Cremers, Liqiu Meng. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025. Hongyi Luo, Qing Cheng 0001, Daniel Matos, Hari Krishna Gadi, Yanfeng Zhang 0004, Niclas Zeller, Daniel Cremers, Liqiu Meng |
EMNLP | 3 |
| 2018 | Feature selection algorithm recommendation for gene expression data through gradient boosting and neural network metamodels
Robert Aduviri, Daniel Matos, Edwin Villanueva |
BIBM | 2 |