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PL-MTEB: Polish Massive Text Embedding Benchmark
May 17, 2024, 4:47 a.m. | Rafa{\l} Po\'swiata, S{\l}awomir Dadas, Micha{\l} Pere{\l}kiewicz
cs.CL updates on arXiv.org arxiv.org
Abstract: In this paper, we introduce the Polish Massive Text Embedding Benchmark (PL-MTEB), a comprehensive benchmark for text embeddings in Polish. The PL-MTEB consists of 28 diverse NLP tasks from 5 task types. We adapted the tasks based on previously used datasets by the Polish NLP community. In addition, we created a new PLSC (Polish Library of Science Corpus) dataset consisting of titles and abstracts of scientific publications in Polish, which was used as the basis …
arxiv benchmark cs.cl embedding massive text text embedding type
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