1 code implementation • 12 Feb 2024 • Nolwenn Bernard, Ivica Kostric, Weronika Łajewska, Krisztian Balog, Petra Galuščáková, Vinay Setty, Martin G. Skjæveland
Personal knowledge graphs (PKGs) offer individuals a way to store and consolidate their fragmented personal data in a central place, improving service personalization while maintaining full user control.
no code implementations • 21 Jan 2024 • Ivan Sekulić, Weronika Łajewska, Krisztian Balog, Fabio Crestani
While the body of research directed towards constructing and generating clarifying questions in mixed-initiative conversational search systems is vast, research aimed at processing and comprehending users' answers to such questions is scarce.
1 code implementation • 21 Jan 2024 • Weronika Łajewska, Krisztian Balog
Specifically, our proposed method employs a sentence-level classifier to detect if the answer is present, then aggregates these predictions on the passage level, and eventually across the top-ranked passages to arrive at a final answerability estimate.
1 code implementation • 17 Aug 2023 • Weronika Łajewska, Krisztian Balog
However, synthesizing the top retrieved passages into a complete, relevant, and concise response is still an open challenge.
no code implementations • 19 Apr 2023 • Martin G. Skjæveland, Krisztian Balog, Nolwenn Bernard, Weronika Łajewska, Trond Linjordet
We propose our own definition of a PKG, emphasizing the aspects of (1) data ownership by a single individual and (2) the delivery of personalized services as the primary purpose.
no code implementations • 4 Oct 2021 • Weronika Łajewska, Anna Wróblewska
We prepared a method for person entity linkage (named entity recognition and disambiguation) and new testing datasets.