nerman: Named Entity Recognition System Built on AllenNLP and Optuna

This article is a translation of the Japanese blog post authored by Makoto Hiramatsu of Cookpad Inc. I am Makoto Hiramatsu (Twitter: @himkt or @himako_h) from the Business Development Department at Cookpad. 👋 I usually work on natural language processing (NLP) on real-world data. In this article, I introduce nerman, a named entity recognition system from recipe texts. The word nerman is derived f

[rawwell]

"This task can be formulated as a problem called serial labeling. In named entity recognition using serial labeling, the input sentences are divided into words, and each word is tagged with a name entity tag. Extracting tagged word strings will result in intrinsic expressions."