CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions

arXiv:2405.00523v1 Announce Type: cross
Abstract: This paper introduces CookingSense, a descriptive collection of knowledge assertions in the culinary domain extracted from various sources, including web data, scientific papers, and recipes, from which knowledge covering a broad range of aspects is acquired. CookingSense is constructed through a series of dictionary-based filtering and language model-based semantic filtering techniques, which results in a rich knowledgebase of multidisciplinary food-related assertions. Additionally, we present FoodBench, a novel benchmark to evaluate culinary decision support systems. From …

abstract acquired arxiv collection cs.ai cs.cl data dictionary domain filtering knowledge language language model paper papers recipes scientific series through type web