TASTEset -- Recipe Dataset and Food Entities Recognition Benchmark

Long short-term memory

Sepp Hochreiter and Jürgen Schmidhuber · 1997

Earlier work this paper cites.

Conditional random fields: Probabilistic models for segmenting and labeling sequence data

John D. Lafferty, Andrew McCallum, and Fernando C. N. Pereira · 2001

Earlier work this paper cites.

Guide to the carnegie mellon university multimodal activity (cmu-mmac) database. robotics institute (2008), 2008

Fernando De la Torre, Jessica Hodgins, Adam Bargteil, Xavier Martin, Justin Macey, Alex Collado, and Pep Beltran · 2008

Earlier work this paper cites.

Ncbo annotator: semantic annotation of biomedical data

Clement Jonquet, Nigam Shah, Cherie Youn, Chris Callendar, Margaret-Anne Storey, and M Musen · 2009

Earlier work this paper cites.

Flow graph corpus from recipe texts

Shinsuke Mori, Hirokuni Maeta, Yoko Yamakata, and Tetsuro Sasada · 2014

Earlier work this paper cites.

Bidirectional LSTM-CRF models for sequence tagging

Original

Zhiheng Huang, Wei Xu, and Kai Yu · 2015

Earlier work this paper cites.

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Earlier work this paper cites.

Contextual string embeddings for sequence labeling

Alan Akbik, Duncan Blythe, and Roland Vollgraf · 2018

Earlier work this paper cites.

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FoodBase corpus: a new resource of annotated food entities

Gorjan Popovski, Barbara Koroušić Seljak, and Tome Eftimov · 2019

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Michal Bien, Michal Gilski, Martyna Maciejewska, Wojciech Taisner, Dawid Wisniewski, and Agnieszka Lawrynowicz · 2020

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BERTimbau: pretrained BERT models for Brazilian Portuguese

Fábio Souza, Rodrigo Nogueira, and Roberto Lotufo · 2020

Later among the works it cites.

Machine learning prediction of food processing

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Later among the works it cites.

Named entity recognition and relation extraction: State-of-the-art

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Later among the works it cites.

brat: a web-based tool for NLP-assisted text annotation

Pontus Stenetorp, Sampo Pyysalo, Goran Topić, Tomoko Ohta, Sophia Ananiadou, and Jun’ichi Tsujii · 2021

Later among the works it cites.

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