Search Results for author: Piotr Rybak

Found 5 papers, 2 papers with code

Improving Question Answering Performance through Manual Annotation: Costs, Benefits and Strategies

no code implementations17 Dec 2022 Piotr Rybak, Piotr Przybyła, Maciej Ogrodniczuk

Recently proposed systems for open-domain question answering (OpenQA) require large amounts of training data to achieve state-of-the-art performance.

Open-Domain Question Answering Passage Retrieval +1

HerBERT: Efficiently Pretrained Transformer-based Language Model for Polish

no code implementations EACL (BSNLP) 2021 Robert Mroczkowski, Piotr Rybak, Alina Wróblewska, Ireneusz Gawlik

Therefore, this paper presents the first ablation study focused on Polish, which, unlike the isolating English language, is a fusional language.

Language Modelling

KLEJ: Comprehensive Benchmark for Polish Language Understanding

1 code implementation ACL 2020 Piotr Rybak, Robert Mroczkowski, Janusz Tracz, Ireneusz Gawlik

To ensure a common evaluation scheme and promote models that generalize to different NLU tasks, the benchmark includes datasets from varying domains and applications.

named-entity-recognition Named Entity Recognition +5

Semi-Supervised Neural System for Tagging, Parsing and Lematization

1 code implementation CONLL 2018 Piotr Rybak, Alina Wróblewska

This paper describes the ICS PAS system which took part in CoNLL 2018 shared task on Multilingual Parsing from Raw Text to Universal Dependencies.

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