5 citations · 7 across the 4 of their papers we have counts for
4 papers
Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events Extraction
Simone Scaboro, Beatrice Portellia, Emmanuele Chersoni +2
Adverse Event (ADE) extraction is one of the core tasks in digital pharmacovigilance, especially when applied to informal texts. This task has been addressed by the Natural Languag…
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
Vered Shwartz, Enrico Santus, Dominik Schlechtweg
The fundamental role of hypernymy in NLP has motivated the development of many methods for the automatic identification of this relation, most of which rely on word distribution. W…
CogALex-V Shared Task: ROOT18
Emmanuele Chersoni, Giulia Rambelli, Enrico Santus
In this paper, we describe ROOT 18, a classifier using the scores of several unsupervised distributional measures as features to discriminate between semantically related and unrel…
Testing APSyn against Vector Cosine on Similarity Estimation
Enrico Santus, Emmanuele Chersoni, Alessandro Lenci +2
In Distributional Semantic Models (DSMs), Vector Cosine is widely used to estimate similarity between word vectors, although this measure was noticed to suffer from several shortco…