Search Results for author: Shachar Schnapp

Found 3 papers, 2 papers with code

Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning

1 code implementation Findings (ACL) 2022 Rina Galperin, Shachar Schnapp, Michael Elhadad

We study cross-lingual UMLS named entity linking, where mentions in a given source language are mapped to UMLS concepts, most of which are labeled in English.

Entity Linking Language Modelling

Differentially Private Approximate Quantiles

no code implementations11 Oct 2021 Haim Kaplan, Shachar Schnapp, Uri Stemmer

In this work we study the problem of differentially private (DP) quantiles, in which given dataset $X$ and quantiles $q_1, ..., q_m \in [0, 1]$, we want to output $m$ quantile estimations which are as close as possible to the true quantiles and preserve DP.

Active Feature Selection for the Mutual Information Criterion

1 code implementation13 Dec 2020 Shachar Schnapp, Sivan Sabato

We study active feature selection, a novel feature selection setting in which unlabeled data is available, but the budget for labels is limited, and the examples to label can be actively selected by the algorithm.

feature selection Multi-Armed Bandits

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