Search Results for author: Cynthia Van Hee

Found 12 papers, 1 papers with code

SentEMO: A Multilingual Adaptive Platform for Aspect-based Sentiment and Emotion Analysis

no code implementations WASSA (ACL) 2022 Ellen De Geyndt, Orphee De Clercq, Cynthia Van Hee, Els Lefever, Pranaydeep Singh, Olivier Parent, Veronique Hoste

In this paper, we present the SentEMO platform, a tool that provides aspect-based sentiment analysis and emotion detection of unstructured text data such as reviews, emails and customer care conversations.

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +1

Irony Detection for Dutch: a Venture into the Implicit

no code implementations WASSA (ACL) 2022 Aaron Maladry, Els Lefever, Cynthia Van Hee, Veronique Hoste

This paper presents the results of a replication experiment for automatic irony detection in Dutch social media text, investigating both a feature-based SVM classifier, as was done by Van Hee et al. (2017) and and a transformer-based approach.

Common Sense Reasoning

We Usually Don't Like Going to the Dentist: Using Common Sense to Detect Irony on Twitter

no code implementations CL 2018 Cynthia Van Hee, Els Lefever, V{\'e}ronique Hoste

Although common sense and connotative knowledge come naturally to most people, computers still struggle to perform well on tasks for which such extratextual information is required.

Common Sense Reasoning General Classification +2

SemEval-2018 Task 3: Irony Detection in English Tweets

no code implementations SEMEVAL 2018 Cynthia Van Hee, Els Lefever, V{\'e}ronique Hoste

Our shared tasks received submissions from 43 teams for the binary classification Task A and from 31 teams for the multiclass Task B.

Binary Classification Classification +2

Automatic Detection of Cyberbullying in Social Media Text

no code implementations17 Jan 2018 Cynthia Van Hee, Gilles Jacobs, Chris Emmery, Bart Desmet, Els Lefever, Ben Verhoeven, Guy De Pauw, Walter Daelemans, Véronique Hoste

While social media offer great communication opportunities, they also increase the vulnerability of young people to threatening situations online.

Binary Classification

Exploring the Realization of Irony in Twitter Data

no code implementations LREC 2016 Cynthia Van Hee, Els Lefever, V{\'e}ronique Hoste

Handling figurative language like irony is currently a challenging task in natural language processing.

Sentiment Analysis

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