Researcher
Els Lefever
- Keywords:computational linguistics, Natural Language Processing
- Disciplines:Computational linguistics, Mathematical linguistics, Data mining, Natural language processing, Machine learning and decision making, Semantics
Affiliations
- Department of Translation, Interpreting and Communication (Department)
Member
From1 Oct 2013 → Today - Department of Applied Mathematics, Computer Science and Statistics (Department)
Member
From1 Jul 2007 → 30 Jun 2013
Infrastructure
1 - 1 of 1
- Common Language Resources Infrastructure for Flanders (Consortium coordinator)
Projects
1 - 8 of 8
- Argumentation mining of political social media text.From1 Jan 2023 → TodayFunding: FWO research project (including WEAVE projects)
- Cofunding core facility - Ghent Centre for Digital Humanities (GhentCDH)From1 Jul 2022 → TodayFunding: BOF - research organisations
- Modelling common-sense knowledge in automatic irony detectionFrom1 Oct 2021 → TodayFunding: BOF - projects
- CLARIAH-VL: Advancing the Open Humanities Service InfrastructureFrom1 Feb 2021 → TodayFunding: FWO International research infrastructure (IRI)
- Interconnected Texts. A graph-based computational approach to Byzantine paratexts as nodes between textual transmission and cultural and linguistic developmentsFrom1 Jan 2021 → TodayFunding: BOF - projects
- POLEMICS: Political Argumentation Mining on CommentsFrom1 Nov 2020 → 31 Dec 2021Funding: FWO fellowships
- Spoken Corpus of the Southern-Dutch Dialects (GCND)From1 May 2020 → TodayFunding: FWO Medium Size Research Infrastructure
- PLATOS: Detection of topics, stance and argumentation in a social media corpusFrom1 Jan 2018 → 31 Dec 2021Funding: BOF - Doctoral projects
Publications
1 - 10 of 115
- Medieval social media : manual and automatic annotation of Byzantine Greek marginal writing(2023)
Authors: Colin Swaelens, Ilse De Vos, Els Lefever, Jakob Prange, Annemarie Friedrich
Pages: 1 - 9 - Distilling monolingual models from large multilingual transformers(2023)
Authors: Pranaydeep Singh, Orphée De Clercq, Els Lefever
- Who's afraid of false friends? Cognate ratios in translated and non-translated Dutch(2023)
Authors: Lore Vandevoorde, Els Lefever
Pages: 73 - 84 - A fine line between irony and sincerity : identifying bias in transformer models for irony detection(2023)
Authors: Aaron Maladry, Els Lefever, Cynthia Van Hee, Veronique Hoste, Jeremy Barnes, Orphée De Clercq, Roman Klinger
Pages: 315 - 324 - Too many cooks spoil the model : are bilingual models for Slovene better than a large multilingual model?(2023)
Authors: Pranaydeep Singh, Aaron Maladry, Els Lefever, Jakub Piskorski, Michał Marcińczuk, Preslav Nakov, Maciej Ogrodniczuk, Senja Pollak, Pavel Přibáň, Piotr Rybak, et al.
Pages: 32 - 39 - Combining language models and linguistic information to label entities in memes(2022)
Authors: Pranaydeep Singh, Aaron Maladry, Els Lefever
Pages: 35 - 42 - Improving domain-specific cross-lingual embeddings with automatically generated bilingual dictionaries(2022)
Authors: Pranaydeep Singh, Ayla Rigouts Terryn, Els Lefever
Pages: 125 - 140 - Annotation guidelines for labeling topics, aspects, stance, argumentativeness and claims in Dutch social media comments : version 1.0 : LT3 technical report – LT3 22-01(2022)
Authors: Nina Bauwelinck, Els Lefever
- How language-dependent is emotion detection? Evidence from multilingual BERT(2022)
Authors: Luna De Bruyne, Pranaydeep Singh, Orphée De Clercq, Els Lefever, Veronique Hoste
Pages: 76 - 85 - Irony detection for Dutch : a venture into the implicit(2022)
Authors: Aaron Maladry, Els Lefever, Cynthia Van Hee, Veronique Hoste, Jeremy Barnes, Orphée De Clercq, Valentin Barriere, Shabnam Tafreshi, Sawsan Alqahtani, João Sedoc, et al.
Pages: 172 - 181