Search Results for author: Gabriela Pałka

Found 4 papers, 1 papers with code

STable: Table Generation Framework for Encoder-Decoder Models

no code implementations8 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

Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer

no code implementations18 Feb 2021 Rafał Powalski, Łukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michał Pietruszka, Gabriela Pałka

We address the challenging problem of Natural Language Comprehension beyond plain-text documents by introducing the TILT neural network architecture which simultaneously learns layout information, visual features, and textual semantics.

 Ranked #1 on Visual Question Answering on DocVQA (using extra training data)

Document Image Classification Visual Question Answering

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