Papers by Konrad Wojtasik
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language (2024.lrec-main)
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| Challenge: | Existing multilingual evaluation benchmarks focus on IR in the Polish language, but the Polish is a relatively new field due to the limited availability of Polish datasets. |
| Approach: | They propose to establish large-scale resources for IR in the Polish language and translate them into a new benchmark which includes 13 datasets. |
| Outcome: | The proposed benchmarks are based on 13 open IR datasets in Polish and are a pioneering development in this area. |
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction (2024.findings-acl)
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Albert Sawczyn, Katsiaryna Viarenich, Konrad Wojtasik, Aleksandra Domogała, Marcin Oleksy, Maciej Piasecki, Tomasz Kajdanowicz
| Challenge: | Existing KBQA datasets are outdated and inefficient in human labor, and assisting tools like Large Language Models (LLM) are not utilized to reduce the workload. |
| Approach: | They propose a semi-automated question answering task that uses structured knowledge graphs to answer extensive knowledge-intensive questions. |
| Outcome: | The proposed approach includes KBQA, MRC, and Information Retrieval tasks for low-resource languages. |