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20242026
most citedBeyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems

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cs.IR2026

WebFAQ 2.0: A Multilingual QA Dataset with Mined Hard Negatives for Dense Retrieval

Michael Dinzinger, Laura Caspari, Ali Salman +3

We introduce WebFAQ 2.0, a new version of the WebFAQ dataset, containing 198 million FAQ-based natural question-answer pairs across 108 languages. Compared to the previous version,…