7 citations · 9 across the 10 of their papers we have counts for
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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…
PL-MTEB: Polish Massive Text Embedding Benchmark
Rafał Poświata, Sławomir Dadas, Michał Perełkiewicz
In this paper, we introduce the Polish Massive Text Embedding Benchmark (PL-MTEB), a comprehensive benchmark for text embeddings in the Polish language. PL-MTEB comprises 30 divers…
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…