1 citations · 1 across the 3 of their papers we have counts for
3 papers
Unveiling Dual Quality in Product Reviews: An NLP-Based Approach
Rafał Poświata, Marcin Michał Mirończuk, Sławomir Dadas +2
Consumers often face inconsistent product quality, particularly when identical products vary between markets, a situation known as the dual quality problem. To identify and address…
A Review of the Challenges with Massive Web-mined Corpora Used in Large Language Models Pre-Training
Michał Perełkiewicz, Rafał Poświata
This article presents a comprehensive review of the challenges associated with using massive web-mined corpora for the pre-training of large language models (LLMs). This review ide…
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods
Sławomir Dadas, Michał Perełkiewicz, Rafał Poświata
We present Polish Information Retrieval Benchmark (PIRB), a comprehensive evaluation framework encompassing 41 text information retrieval tasks for Polish. The benchmark incorporat…