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Gerrit J.j. Van Den Burg

3 accepted papers

2025

Aligning Black-box Language Models with Human Judgments

NAACL 2025findings

Large language models (LLMs) are increasingly used as automated judges to evaluate recommendation systems, search engines, and other subjective tasks, where relying on human evaluators can be costly, time-consuming, and unscalable. LLMs offer an efficient solution for continuous, automated evaluatio…

Cited by 0SourcePDFScholar
2024

Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation

EMNLP 2024finding

News recommendation is a challenging task that involves personalization based on the interaction history and preferences of each user. Recent works have leveraged the power of pretrained language models (PLMs) to directly rank news items by using inference approaches that predominately fall into thr…

Cited by 0SourcePDFScholar