Search Results for author: Vítor Silva

Found 4 papers, 1 papers with code

Probabilistic Model Incorporating Auxiliary Covariates to Control FDR

no code implementations6 Oct 2022 Lin Qiu, Nils Murrugarra-Llerena, Vítor Silva, Lin Lin, Vernon M. Chinchilli

We incorporate auxiliary covariates among test-level covariates in a deep Black-Box framework controlling FDR (named as NeurT-FDR) which boosts statistical power and controls FDR for multiple-hypothesis testing.

SemEval 2023 Task 9: Multilingual Tweet Intimacy Analysis

no code implementations3 Oct 2022 Jiaxin Pei, Vítor Silva, Maarten Bos, Yozon Liu, Leonardo Neves, David Jurgens, Francesco Barbieri

We propose MINT, a new Multilingual INTimacy analysis dataset covering 13, 372 tweets in 10 languages including English, French, Spanish, Italian, Portuguese, Korean, Dutch, Chinese, Hindi, and Arabic.

NeurT-FDR: Controlling FDR by Incorporating Feature Hierarchy

2 code implementations24 Jan 2021 Lin Qiu, Nils Murrugarra-Llerena, Vítor Silva, Lin Lin, Vernon M. Chinchilli

Controlling false discovery rate (FDR) while leveraging the side information of multiple hypothesis testing is an emerging research topic in modern data science.

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