1 code implementation • NAACL 2021 • Yvette Oortwijn, Jelke Bloem, Pia Sommerauer, Francois Meyer, Wei Zhou, Antske Fokkens
We investigate the possibilities and limitations of using distributional semantic models for analyzing philosophical data by means of a realistic use-case.
1 code implementation • RANLP 2017 • Antske Fokkens, Piek Vossen, Marco Rospocher, Rinke Hoekstra, Willem Robert van Hage
When people or organizations provide information, they make choices regarding what information they include and how they present it.
1 code implementation • 4 Nov 2022 • Angel Daza, Antske Fokkens, Tomaž Erjavec
We also propose and present the results of a method for expanding the identified abbreviations in context.
no code implementations • 22 Jan 2018 • Antske Fokkens, Serge ter Braake, Niels Ockeloen, Piek Vossen, Susan Legêne, Guus Schreiber, Victor de Boer
This paper describes BiographyNet, a digital humanities project (2012-2016) that brings together researchers from history, computational linguistics and computer science.
1 code implementation • EACL 2017 • Minh Le, Antske Fokkens
Error propagation is a common problem in NLP.
no code implementations • WS 2018 • Pia Sommerauer, Antske Fokkens
The idea behind this method is that properties identified by classifiers, but not through full vector comparison are captured by embeddings.
no code implementations • SEMEVAL 2018 • Pia Sommerauer, Antske Fokkens, Piek Vossen
This paper presents the two systems submitted by the meaning space team in Task 10 of the SemEval competition 2018 entitled Capturing discriminative attributes.
no code implementations • WS 2017 • Maarten van Meersbergen, Piek Vossen, Janneke van der Zwaan, Antske Fokkens, Willem van Hage, Inger Leemans, Isa Maks
Complexity of event data in texts makes it difficult to assess its content, especially when considering larger collections in which different sources report on the same or similar situations.
no code implementations • LREC 2014 • Antske Fokkens, Serge ter Braake, Niels Ockeloen, Piek Vossen, Susan Leg{\^e}ne, Guus Schreiber
When NLP is used to support research in the humanities, new methodological issues come into play.
no code implementations • LREC 2014 • Chantal van Son, Marieke van Erp, Antske Fokkens, Piek Vossen
Both sentiment and event factuality are fundamental information levels for our understanding of events mentioned in news texts.
no code implementations • LREC 2012 • Antske Fokkens, Tania Avgustinova, Yi Zhang
This paper introduces the CLIMB (Comparative Libraries of Implementations with Matrix Basis) methodology and grammars.
no code implementations • LREC 2016 • Chantal van Son, Tommaso Caselli, Antske Fokkens, Isa Maks, Roser Morante, Lora Aroyo, Piek Vossen
In the last decade, different aspects of linguistic encoding of perspectives have been targeted as separated phenomena through different annotation initiatives.
no code implementations • LREC 2016 • Mathijs Kattenberg, Zuhaitz Beloki, Aitor Soroa, Xabier Artola, Antske Fokkens, Paul Huygen, Kees Verstoep
This paper presents two alternative NLP architectures to analyze massive amounts of documents, using parallel processing.
no code implementations • WS 2019 • Pia Sommerauer, Antske Fokkens
Studying conceptual change using embedding models has become increasingly popular in the Digital Humanities community while critical observations about them have received less attention.
no code implementations • RANLP 2019 • Jelke Bloem, Antske Fokkens, Aur{\'e}lie Herbelot
Specifically, we inspect the behaviour of models using a pre-trained background space in learning.
no code implementations • LREC 2020 • Marten Postma, Levi Remijnse, Filip Ilievski, Antske Fokkens, Sam Titarsolej, Piek Vossen
The user can apply two types of annotations: 1) mappings from expressions to frames and frame elements, 2) reference relations from mentions to events and participants of the structured data.
no code implementations • LREC 2020 • Piek Vossen, Filip Ilievski, Marten Postma, Antske Fokkens, Gosse Minnema, Levi Remijnse
In this article, we lay out the basic ideas and principles of the project Framing Situations in the Dutch Language.
no code implementations • COLING 2020 • Pia Sommerauer, Antske Fokkens, Piek Vossen
We establish an additional, agreement-independent quality metric based on answer-coherence and evaluate it in comparison to existing metrics.
no code implementations • 14 Oct 2021 • Myrthe Reuver, Suzan Verberne, Roser Morante, Antske Fokkens
Cross-topic stance detection is the task to automatically detect stances (pro, against, or neutral) on unseen topics.
no code implementations • WS (NoDaLiDa) 2019 • Astrid van Aggelen, Antske Fokkens, Laura Hollink, Jacco van Ossenbruggen
Determining how words have changed their meaning is an important topic in Natural Language Processing.
no code implementations • GWC 2019 • Pia Sommerauer, Antske Fokkens, Piek Vossen
We provide hypotheses on which properties are reflected in distributional data or not based on the type of relation.
no code implementations • ACL (NLP4PosImpact) 2021 • Myrthe Reuver, Nicolas Mattis, Marijn Sax, Suzan Verberne, Nava Tintarev, Natali Helberger, Judith Moeller, Sanne Vrijenhoek, Antske Fokkens, Wouter van Atteveldt
In this position paper, we present a research agenda and ideas for facilitating exposure to diverse viewpoints in news recommendation.
no code implementations • EACL (Hackashop) 2021 • Myrthe Reuver, Antske Fokkens, Suzan Verberne
Natural Language Processing (NLP) is defined by specific, separate tasks, with each their own literature, benchmark datasets, and definitions.
no code implementations • EMNLP (ArgMining) 2021 • Myrthe Reuver, Suzan Verberne, Roser Morante, Antske Fokkens
Our attention then turns to the cross-topic aspect of this work, and the specificity of topics in terms of vocabulary and socio-cultural context.
1 code implementation • EMNLP (Eval4NLP) 2021 • Urja Khurana, Eric Nalisnick, Antske Fokkens
Despite their success, modern language models are fragile.
no code implementations • NAACL (WOAH) 2022 • Urja Khurana, Ivar Vermeulen, Eric Nalisnick, Marloes van Noorloos, Antske Fokkens
We argue that the goal and exact task developers have in mind should determine how the scope of \textit{hate speech} is defined.
1 code implementation • ArgMining (ACL) 2022 • Jonathan Kamp, Lisa Beinborn, Antske Fokkens
Argument Unit Recognition and Classification aims at identifying argument units from text and classifying them as pro or against.
no code implementations • LREC 2022 • Levi Remijnse, Piek Vossen, Antske Fokkens, Sam Titarsolej
This article presents the first output of the Dutch FrameNet annotation tool, which facilitates both referential- and frame annotations of language-independent corpora.
no code implementations • LREC 2022 • Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek
Topological Data Analysis (TDA) focuses on the inherent shape of (spatial) data.
no code implementations • 8 Dec 2022 • Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek
Applying one targeted (MP) projection hence is methodologically cleaner than applying multiple (INLP) projections that introduce random effects.
no code implementations • 12 Sep 2023 • Alessandra Polimeno, Myrthe Reuver, Sanne Vrijenhoek, Antske Fokkens
News recommender systems play an increasingly influential role in shaping information access within democratic societies.
no code implementations • 9 Oct 2023 • Jonathan Kamp, Lisa Beinborn, Antske Fokkens
Feature attribution scores are used for explaining the prediction of a text classifier to users by highlighting a k number of tokens.