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FINER: Food Ingredient NER Dataset

Version 3 2022-09-07, 05:13

Version 2 2022-09-07, 05:12

Version 1 2022-09-07, 04:59

dataset

posted on 2022-09-07, 05:13 authored by Kokoy Siti KomariahKokoy Siti Komariah, Ariana Tulus PurnomoAriana Tulus Purnomo, Bong-Kee Sin

The FINER dataset is available in the CONLL data format. It is built from recipe text scraped from the Allrecipes website. The dataset contains 181.970 sentences (ingredient phrases) in an IOB2 format tag with five defined entities such as ingredient, product, quantity, unit, and state.

Funding

Future Fisheries Food Research Center Project by the Ministry of Oceans and Fisheries, Republic of Korea (grant no. 201803932).

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Keywords

data creation Named Entity Recognition ingredient data self training pretrained language model voting ensemble classifier Natural Language Processing

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CC BY 4.0

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