TemporalWiki
Introduced by Jang et al. in TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models
TemporalWiki is a lifelong benchmark for ever-evolving LMs that utilizes the difference between consecutive snapshots of English Wikipedia and English Wikidata for training and evaluation, respectively. The benchmark hence allows researchers to periodically track an LM's ability to retain previous knowledge and acquire updated/new knowledge at each point in time.
Papers
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