Are Neural Ranking Models Robust?

Recently, we have witnessed the bloom of neural ranking models in the information retrieval (IR) field. So far, much effort has been devoted to developing effective neural ranking models that can generalize well on new data. There has been less attention paid to the robustness perspective. Unlike th...

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Veröffentlicht in:	ACM transactions on information systems 2022-12, Vol.41 (2), p.1-36, Article 29
Hauptverfasser:	Wu, Chen, Zhang, Ruqing, Guo, Jiafeng, Fan, Yixing, Cheng, Xueqi
Format:	Artikel
Sprache:	eng
Schlagworte:	Information systems Retrieval models and ranking
Online-Zugang:	Volltext
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