Demo Data from EDBT 2026 / reviewers in the wild / expert
Fjona Parllaku
dblp:376/7589
· 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 |
Language models and text generation · 100% | |
| Databases, data mining, and information retrieval
1 paper |
Information retrieval · 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
LLM agents |
1.0 | 1 | 2026 | ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering · ACL (1) 2026 |
Natural language and speech › Language models and text generation › LLM agents
tool use |
1.0 | 1 | 2026 | ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering · ACL (1) 2026 |
Information retrieval
tool retrieval |
0.3 | 1 | 2026 | ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering · ACL (1) 2026 |
Methods — techniques the papers use, named apart from their topics
tool merging · 2.0context-aware filtering · 2.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware FilteringabstractMarianne Menglin Liu, Daniel Garcia, Fjona Parllaku, Vikas Upadhyay, Fahad Shah, Dan Roth. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026. Marianne Menglin Liu, Fjona Parllaku, Vikas Upadhyay, Fahad Shah, Dan Roth 0001 |
ACL (1) | 3 |