A closer look at classification evaluation metrics and a critical reflection of common evaluation practice

J Opitz - Transactions of the Association for Computational …, 2024 - direct.mit.edu
Classification systems are evaluated in a countless number of papers. However, we find that
evaluation practice is often nebulous. Frequently, metrics are selected without arguments …

[HTML][HTML] Few-shot entity linking of food names

D Feher, F Ibrahim, Z Cheng, V Schlegel… - Information Processing …, 2023 - Elsevier
Entity linking (EL), the task of automatically matching mentions in text to concepts in a target
knowledge base, remains under-explored when it comes to the food domain, despite its …

BERT Pre-training for Cooking Time Prediction from Cooking Recipes

K Sugioka, S Kamei, Y Morimoto - 2024 Twelfth International …, 2024 - ieeexplore.ieee.org
Recently, websites that allow ordinary users to share and search for recipes have become
popular. Typically, each recipe contains various information such as a title, a list of …

Instructions Are All You Need: Cooking Parameters Classification for Monolingual Recipes

AM Lăpuşan, RL Horge, S Petres… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
This paper addresses the problem of determining certain cooking parameters for
monolingual recipes extracted from various websites. The problem is framed as multiple …

Identificação automática de restrições alimentares em receitas culinárias através de técnicas de aprendizagem de máquina

LFS BRITTO - 2023 - bdtd.ibict.br
Com o avanço e popularização da internet e de tecnologias, como os smartphones, a
culinária sofreu uma revolução, na qual as receitas se tornaram um dos tópicos mais aces …

[引用][C] Instructions Are All You Need: Cooking Parameters Classification for Monolingual Recipes

S Petres, R Potolea, C Lemnaru