Papers by Slawomir Dadas
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods (2024.lrec-main)
Copied to clipboard
| Challenge: | PIRB is a framework for text information retrieval in Polish . existing and new datasets are evaluated to evaluate the performance of 41 models . |
| Approach: | They propose a framework for 41 text information retrieval tasks in Polish . they evaluate over 20 dense and sparse retrieval models and build sparser-dense hybrid retrievers . |
| Outcome: | The proposed framework outperforms the best available methods in 41 tasks for Polish . the proposed models outperformed the best solutions available to date . |
Evaluation of Sentence Representations in Polish (2020.lrec-1)
Copied to clipboard
| Challenge: | Existing methods for learning sentence representations have been limited in low-resource languages such as Polish . |
| Approach: | They propose two new Polish datasets for evaluating sentence embeddings and evaluate eight different methods including Polish and multilingual models. |
| Outcome: | The proposed methods show strengths and weaknesses in Polish and multilingual models. |