Search Results for author: Dawid Jurkiewicz

Found 5 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

ApplicaAI at SemEval-2020 Task 11: On RoBERTa-CRF, Span CLS and Whether Self-Training Helps Them

no code implementations SEMEVAL 2020 Dawid Jurkiewicz, Łukasz Borchmann, Izabela Kosmala, Filip Graliński

This paper presents the winning system for the propaganda Technique Classification (TC) task and the second-placed system for the propaganda Span Identification (SI) task.

Propaganda span identification

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