WIKITIDE: A WIKIPEDIA-BASED TIMESTAMPED DEFINITION Pairs Dataset
Hsuvas Borkakoty,
Luis Espinosa-Anke
Abstract:A fundamental challenge in the current NLP context, dominated by language models, comes from the inflexibility of current architectures to "learn" new information. While model-centric solutions like continual learning or parameterefficient fine-tuning are available, the question still remains of how to reliably identify changes in language or in the world. In this paper, we propose WikiTiDe, a dataset derived from pairs of timestamped definitions extracted from Wikipedia. We argue that such resource can be hel… Show more
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