TUDublin team at Constraint@AAAI2021 -- COVID19 Fake News Detection

no code implementations • 14 Jan 2021 • Elena Shushkevich, John Cardiff

The paper is devoted to the participation of the TUDublin team in Constraint@AAAI2021 - COVID19 Fake News Detection Challenge.

Binary Classification Fake News Detection +1

TUVD team at SemEval-2019 Task 6: Offense Target Identification

no code implementations • SEMEVAL 2019 • Elena Shushkevich, John Cardiff, Paolo Rosso

This article presents our approach for detecting a target of offensive messages in Twitter, including Individual, Group and Others classes.

regression

A Large-Scale CNN Ensemble for Medication Safety Analysis

no code implementations • 17 Jun 2017 • Liliya Akhtyamova, Andrey Ignatov, John Cardiff

Revealing Adverse Drug Reactions (ADR) is an essential part of post-marketing drug surveillance, and data from health-related forums and medical communities can be of a great significance for estimating such effects.

General Classification Marketing

Evaluating the Similarity Estimator component of the TWIN Personality-based Recommender System

no code implementations • LREC 2012 • Alex Roshchina, ra, John Cardiff, Paolo Rosso

With the constant increase in the amount of information available in online communities, the task of building an appropriate Recommender System to support the user in her decision making process is becoming more and more challenging.

Collaborative Filtering Decision Making +1