Research Explorer

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Researcher

Cynthia Van Hee

Publications & Research Data

Awards & Distinctions

54 Results

2025

Annotating confidence-aware likelihood labels and trigger words for irony detection

Aaron MaladryAlessandra Teresa CignarellaCynthia Van HeeEls LefeverVeronique Hoste

Guidelines for writing and evaluating explanations for irony in tweets

Aaron MaladryCynthia Van HeeEls LefeverVeronique Hoste

LeTTuce PoS-Tagger : a sprout of innovation in multilingual NLP

Cynthia Van HeePranaydeep SinghEls Lefever

TRIC : a confidence-aware multilingual dataset for irony detection and rationales in English, Dutch and Italian

Aaron MaladryAlessandra Teresa CignarellaCynthia Van HeeEls LefeverVeronique Hoste

Trilingual Recognition of Irony with Confidence (TRIC)

Aaron MaladryAlessandra Teresa CignarellaCynthia Van HeeEls LefeverVeronique Hoste

Understanding irony through explanations and background knowledge

Aaron MaladryCynthia Van HeeEls LefeverVeronique Hoste

When meaning is implicit : in pursuit of world knowledge in computational irony modelling

Aaron MaladryVeronique HosteEls LefeverCynthia Van Hee

2024

Auteursherkenning en profilering

Cynthia Van HeeVeronique Hoste

Bookchapter in Taaltechnologie ontrafeld

Automatische tekstgeneratie

Els LefeverArda Tezcan

Bookchapter in Taaltechnologie ontrafeld

Automatische vertaling

Lieve MackenArda Tezcan

Bookchapter in Taaltechnologie ontrafeld

Veronique HosteEls LefeverA. Seza Doğruöz

Bookchapter in Taaltechnologie ontrafeld

Hoe leert een computer taal?

Cynthia Van HeeVeronique HosteLieve MackenOrphée De ClercqEls Lefever

Bookchapter in Taaltechnologie ontrafeld

Human and system perspectives on the expression of irony : an analysis of likelihood labels and rationales

Aaron MaladryAlessandra Teresa CignarellaEls LefeverCynthia Van HeeVeronique Hoste

Maatschappelijke implicaties en ethiek

Joke DaemsVeronique HosteCynthia Van HeeA. Seza Doğruöz

Bookchapter in Taaltechnologie ontrafeld

Sentiment- en emotieanalyse

Cynthia Van HeeVeronique HosteOrphée De Clercq

Bookchapter in Taaltechnologie ontrafeld

Taaltechnologie ontrafeld

The limitations of irony detection in Dutch social media

Aaron MaladryEls LefeverCynthia Van HeeVeronique Hoste

A1 Journal Article in LANGUAGE RESOURCES AND EVALUATION

Waarom is taal zo moeilijk?

Cynthia Van HeeVeronique HosteOrphée De ClercqEls LefeverLieve Macken

Bookchapter in Taaltechnologie ontrafeld

Wat is taaltechnologie?

Cynthia Van HeeVeronique HosteOrphée De ClercqEls LefeverLieve Macken

Bookchapter in Taaltechnologie ontrafeld

Zelf aan de slag

Joke DaemsLieve MackenOrphée De ClercqCynthia Van Hee

Bookchapter in Taaltechnologie ontrafeld

Veronique HosteCynthia Van Hee

Bookchapter in Taaltechnologie ontrafeld

2023

A comparison of ChatGPT and fine-tuned BERT with regard to ABSA in the domain of literary criticism : Aspect-Based Sentiment Analysis for literary criticism : experts vs. social critics on literary prizes

Gunther MartensLore De GrevePranaydeep SinghEls LefeverCynthia Van Hee

A fine line between irony and sincerity : identifying bias in transformer models for irony detection

Aaron MaladryEls LefeverCynthia Van HeeVeronique Hoste

Annotation guidelines for labeling aspect-based sentiment analysis en aspect-based emotion analysis in the SentEMO project : version 1.0

Ellen De GeyndtOrphée De ClercqCynthia Van HeeEls LefeverVeronique Hoste

2022

Automatic classification of participant roles in cyberbullying : can we detect victims, bullies, and bystanders in social media text?

Gilles JacobsCynthia Van HeeVeronique Hoste

A1 Journal Article in NATURAL LANGUAGE ENGINEERING

Irony detection for Dutch : a venture into the implicit

Aaron MaladryEls LefeverCynthia Van HeeVeronique Hoste

SentEMO : a multilingual adaptive platform for aspect-based sentiment and emotion analysis

Ellen De GeyndtOrphée De ClercqCynthia Van HeeEls LefeverPranaydeep SinghOlivier ParentVeronique Hoste

Using natural language processing to automatically classify written self-reported narratives by patients with migraine or cluster headache

Nicolas VandenbusscheCynthia Van HeeVeronique HosteKoen Paemeleire

A1 Journal Article in JOURNAL OF HEADACHE AND PAIN

2021

Aspect-based sentiment analysis for German : analyzing 'talk of literature' surrounding literary prizes on social media

Lore De GreveGunther MartensCynthia Van HeePranaydeep SinghEls Lefever

Aspect-based sentiment analysis for German : analyzing 'talk of literature' surrounding literary prizes on social media

Lore De GrevePranaydeep SinghCynthia Van HeeEls LefeverGunther Martens

A2 Journal Article in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

Chatbot : leerkrachtenhandleiding

Natacha GesquièreVeronique HosteCynthia Van HeeFrancis wyffels

Current limitations in cyberbullying detection : on evaluation criteria, reproducibility, and data scarcity

Chris EmmeryBen VerhoevenGuy De PauwGilles JacobsCynthia Van HeeEls LefeverBart DesmetVeronique HosteWalter Daelemans

A1 Journal Article in LANGUAGE RESOURCES AND EVALUATION

Exploring implicit sentiment evoked by fine-grained news events

Cynthia Van HeeOrphée De ClercqVeronique Hoste

Guidelines for annotating implicit sentiment evoked by fine-grained news events

Cynthia Van HeeOrphée De ClercqVeronique Hoste

2020

News diversity and recommendation systems : setting the interdisciplinary scene

Glen JorisCamiel ColruytJudith VermeulenStefaan VercoutereFrederik De GroveKristin Van DammeOrphée De ClercqCynthia Van HeeLieven De MarezVeronique Hoste et al.

Bookchapter in Privacy and identity management : data for better living : AI and privacy

2018

Automatic detection of cyberbullying in social media text

Cynthia Van HeeGilles JacobsChris EmmeryBart DesmetEls LefeverBen VerhoevenGuy De PauwWalter DaelemansVeronique Hoste

A1 Journal Article in PLOS ONE

Exploring the fine-grained analysis and automatic detection of irony on Twitter

Cynthia Van HeeEls LefeverVeronique Hoste

A1 Journal Article in LANGUAGE RESOURCES AND EVALUATION

SemEval-2018 task 3 : irony detection in English tweets

Cynthia Van HeeEls LefeverVeronique Hoste

We usually don't like going to the dentist : using common sense to detect irony on Twitter

Cynthia Van HeeEls LefeverVeronique Hoste

A1 Journal Article in COMPUTATIONAL LINGUISTICS

2017

Can machines sense irony? : exploring automatic irony detection on social media

Cynthia Van HeeVeronique HosteEls Lefever

Cyberbullying Detection in Social Media

Gilles JacobsCynthia Van HeeChris EmmeryBart DesmetEls LefeverBen VerhoevenGuy De PauwWalter DaelemansVeronique Hoste

Noise or music? Investigating the usefulness of normalisation for robust sentiment analysis on social media data

Cynthia Van HeeMarjan Van de KauterOrphée De ClercqEls LefeverBart DesmetVeronique Hoste

A2 Journal Article in TRAITEMENT AUTOMATIQUE DES LANGUES

2016

Analysing emotions in social media coverage on Paris terror attacks : a pilot study

Cynthia Van HeeCeline VerleyeEls Lefever

Exploring the realization of irony in Twitter data

Cynthia Van HeeEls LefeverVeronique Hoste

Guidelines for Annotating Irony in Social Media Text, version 2.0

Cynthia Van HeeEls LefeverVeronique Hoste

Monday mornings are my fave :) #not exploring the automatic recognition of irony in English tweets

Cynthia Van HeeEls LefeverVeronique Hoste

Towards a framework for the automatic detection of crisis emotions on social media : a corpus analysis of the tweets posted after the crash of Germanwings flight 9525

Veronique HosteCynthia Van HeeKarolien Poels

2015

Automatic detection and prevention of cyberbullying

Cynthia Van HeeEls LefeverBen VerhoevenJulie MennesBart DesmetGuy De PauwWalter DaelemansVeronique Hoste

Detection and fine-grained classification of cyberbullying events

Cynthia Van HeeEls LefeverBen VerhoevenJulie MennesBart DesmetGuy De PauwWalter DaelemansVeronique Hoste

Guidelines for the fine-grained analysis of cyberbullying, version 1.0

Cynthia Van HeeBen VerhoevenEls LefeverGuy De PauwWalter DaelemansVeronique Hoste

LT3: sentiment analysis of figurative tweets: piece of cake #NotReally

Cynthia Van HeeEls LefeverVeronique Hoste

2014

LT3: sentiment classification in user-generated content using a rich feature set

Cynthia Van HeeMarjan Van de KauterOrphée De ClercqEls LefeverVeronique Hoste

Natural language processing for internet security: the AMiCA project

Veronique HosteWalter DaelemansGuy De PauwEls LefeverBart DesmetSarah SchulzBen VerhoevenCynthia Van Hee

Taaltechnologie 2.0: sentimentanalyse en normalisatie

Bart DesmetOrphée De ClercqMarjan Van de KauterSarah SchulzCynthia Van HeeVeronique Hoste

Bookchapter in Beschouwingen uit een talenhuis : opstellen over onderwijs en onderzoek in de vakgroep Vertalen, Tolken en Communicatie aangeboden aan Rita Godyns