most citedDive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization

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cs.CL2024

Overview of PerpectiveArg2024: The First Shared Task on Perspective Argument Retrieval

Neele Falk, Andreas Waldis, Iryna Gurevych

Argument retrieval is the task of finding relevant arguments for a given query. While existing approaches rely solely on the semantic alignment of queries and arguments, this first…

cs.CL2024★ 1 cited

Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization

Andreas Waldis, Yufang Hou, Iryna Gurevych

Pre-trained language models (LMs) perform well in In-Topic setups, where training and testing data come from the same topics. However, they face challenges in Cross-Topic scenarios…