VLDB 2026 Research / reviewers in the wild / expert

Alina Ermilova

dblp:355/1192 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2026
—ORCID · unresolved

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 · 50% Trustworthy machine learning · 50%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Trustworthy machine learning › interpretability
attention analysis		 1.012026
Hallucination Detection in LLMs with Topological Divergence on Attention Graphs · ACL (1) 2026
Natural language and speech › Language models and text generation
hallucination detection		 1.012026
Hallucination Detection in LLMs with Topological Divergence on Attention Graphs · ACL (1) 2026

Methods — techniques the papers use, named apart from their topics

topological data analysis · 1.0attention graph analysis · 1.0
YearPublicationVenuePosition
2026 Hallucination Detection in LLMs with Topological Divergence on Attention Graphs
abstract
Alexandra Bazarova, Andrei Volodichev, Aleksandr Yugay, Andrey Shulga, Alina Ermilova, Konstantin Polev, Julia Belikova, Rauf Parchiev, Dmitry Simakov, Maxim Savchenko, Andrey Savchenko, Serguei Barannikov, Alexey Zaytsev. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Alexandra Bazarova, Andrei Volodichev, Aleksandr Yugay, Andrey Shulga, Alina Ermilova, Konstantin Polev, Julia Belikova, Rauf Parchiev, Dmitry Simakov, Maxim Savchenko, Andrey V. Savchenko, Serguei Barannikov, Alexey Zaytsev 0002
 ACL (1)5