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AVEN-GR: Attribute Value Extraction and Normalization using product GRaphs
Getting a good understanding of the user intent is vital for e-commerce applications to surface the right product to a given customer …
Donato Crisostomi
,
Thomas Ricatte
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Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses
Datasets used to train deep learning models in industrial settings often exhibit skewed distributions with some samples repeated a …
Donato Crisostomi
,
Andrea Caciolai
,
Alessandro Pedrani
,
Kay Rottmann
,
Alessandro Manzotti
,
Enrico Palumbo
,
Davide Bernardi
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Metric Based Few-Shot Graph Classification
Few-shot graph classification is a novel yet promising emerging research field that still lacks the soundness of well-established …
Donato Crisostomi
,
Simone Antonelli
,
Valentino Maiorca
,
Luca Moschella
,
Riccardo Marin
,
Emanuele Rodolà
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Play música alegre: A Large-Scale Empirical Analysis of Cross-Lingual Phenomena in Voice Assistant Interactions
Cross-lingual phenomena are quite common in informal contexts like social media, where users are likely to mix their native language …
Donato Crisostomi
,
Alessandro Manzotti
,
Enrico Palumbo
,
Davide Bernardi
,
Sarah Campbell
,
Shubham Garg
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