1 code implementation • ICLR Workshop GTRL 2021 • Piotr Tempczyk, Rafał Michaluk, Łukasz Garncarek, Przemysław Spurek, Jacek Tabor, Adam Goliński
We attempt to address that challenge by proposing a novel approach to the problem: Local Intrinsic Dimension estimation using approximate Likelihood (LIDL).
no code implementations • 8 Jun 2022 • Michał Pietruszka, Michał Turski, Łukasz Borchmann, Tomasz Dwojak, Gabriela Pałka, Karolina Szyndler, Dawid Jurkiewicz, Łukasz Garncarek
The output structure of database-like tables, consisting of values structured in horizontal rows and vertical columns identifiable by name, can cover a wide range of NLP tasks.
Joint Entity and Relation Extraction Knowledge Base Population
1 code implementation • ACL 2022 • Michał Pietruszka, Łukasz Borchmann, Łukasz Garncarek
A reduction of quadratic time and memory complexity to sublinear was achieved due to a robust trainable top-$k$ operator.
Ranked #2 on Text Summarization on arXiv Summarization Dataset
1 code implementation • 19 Feb 2020 • Łukasz Garncarek, Rafał Powalski, Tomasz Stanisławek, Bartosz Topolski, Piotr Halama, Michał Turski, Filip Graliński
We introduce a simple new approach to the problem of understanding documents where non-trivial layout influences the local semantics.
Ranked #3 on Key Information Extraction on Kleister NDA