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Marie-Francine Moens

Marie-Francine Moens

D-Index & Metrics

Computer Science

D-Index
52
Citations
11226
World Ranking
5067
National Ranking
54

Overview

Marie-Francine Moens is affiliated with KU Leuven in Belgium and has contributed extensively to the field of computer science, with a focus on artificial intelligence and related subfields. Their research spans multiple domains including computer vision, natural language processing, and information systems.

Their work is classified primarily under computer science, with notable contributions in the following subfields:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Molecular Biology
  • Information Systems
  • Sociology and Political Science

Key research topics addressed by Marie-Francine Moens include:

  • Topic Modeling
  • Natural Language Processing Techniques
  • Multimodal Machine Learning Applications
  • Domain Adaptation and Few-Shot Learning
  • Advanced Image and Video Retrieval Techniques
  • Speech and dialogue systems
  • Biomedical Text Mining and Ontologies

The scientist has published papers in a variety of venues, with frequent appearances in:

  • arXiv (Cornell University)
  • IEEE Access
  • Lirias (KU Leuven)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Computers

Significant recent publications include:

  • "Recognising Personality Traits Using Facebook Status Updates" (2021), Proceedings of the International AAAI Conference on Web and Social Media
  • "A Comparison of Deep Learning Methods for ICD Coding of Clinical Records" (2020), Applied Sciences
  • "A Comparative Study of Outfit Recommendation Methods with a Focus on Attention-based Fusion" (2020), Information Processing & Management
  • "Preventing profiling for ethical fake news detection" (2022), Information Processing & Management
  • "Convolutional Generation of Textured 3D Meshes" (2020), arXiv (Cornell University)

Marie-Francine Moens has also contributed to book publications with Springer Science+Business Media, including two editions of "Advances in Information Retrieval" published in 2021.

Collaborative work is a notable aspect of their research practice, with frequent co-authors including:

  • Tinne Tuytelaars
  • Mingxiao Li
  • Matthew B. Blaschko
  • Vladimir Araujo
  • Ruben Cartuyvels

Best Publications

  • A machine learning approach to sentiment analysis in multilingual Web texts

    Erik Boiy;Marie-Francine Moens

  • Argumentation mining: the detection, classification and structure of arguments in text

    Raquel Mochales Palau;Marie-Francine Moens

  • Information Extraction: Algorithms and Prospects in a Retrieval Context

    Marie-Francine Moens

  • A survey on the application of recurrent neural networks to statistical language modeling

    Wim De Mulder;Steven Bethard;Marie-Francine Moens

  • Argumentation mining

    Raquel Mochales;Marie-Francine Moens

  • Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings

    Ivan Vulić;Marie-Francine Moens

  • Automatic detection of arguments in legal texts

    Marie-Francine Moens;Erik Boiy;Raquel Mochales Palau;Chris Reed

  • A survey on question answering technology from an information retrieval perspective

    Oleksandr Kolomiyets;Marie-Francine Moens

  • Automatic Sentiment Analysis in On-line Text

    Erik Boiy;Pieter Hens;Koen Deschacht;Marie-Francine Moens

  • Computational personality recognition in social media

    Golnoosh Farnadi;Geetha Sitaraman;Shanu Sushmita;Fabio Celli

  • New filtering approaches for phishing email

    André Bergholz;Jan De Beer;Sebastian Glahn;Marie-Francine Moens

  • Automatic indexing and abstracting of document texts

    Marie-Francine Moens

  • Mining User Generated Content

    Marie-Francine Moens;Juanzi Li;Tat-Seng Chua

  • Text simplification for children

    Jan De Belder;Marie-Francine Moens

  • Recognising Personality Traits Using Facebook Status Updates

    Golnoosh Farnadi;Susana Zoghbi;Marie-Francine Moens;Martine De Cock

  • Spatial role labeling: Towards extraction of spatial relations from natural language

    Parisa Kordjamshidi;Martijn Van Otterlo;Marie-Francine Moens

  • Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction

    Ivan Vulić;Marie-Francine Moens

  • Approaches to text mining arguments from legal cases

    Adam Wyner;Raquel Mochales-Palau;Marie-Francine Moens;David Milward

  • Talk2Car: Taking Control of Your Self-Driving Car

    Thierry Deruyttere;Simon Vandenhende;Dusan Grujicic;Luc Van Gool

  • Skip N-grams and Ranking Functions for Predicting Script Events

    Bram Jans;Steven Bethard;Ivan Vulić;Marie-Francine Moens

  • Identifying Word Translations from Comparable Corpora Using Latent Topic Models

    Ivan Vulić;Wim De Smet;Marie-Francine Moens

Frequent Co-Authors

Ivan Vulić
Ivan Vulić University of Cambridge
Steven Bethard
Steven Bethard University of Arizona
Martine De Cock
Martine De Cock University of Washington
Jie Tang
Jie Tang Tsinghua University
Juanzi Li
Juanzi Li Tsinghua University
Luc Van Gool
Luc Van Gool Institute for Computer Science, Artificial Intelligence and Technology (INSAIT)
James Pustejovsky
James Pustejovsky Brandeis University
Tat-Seng Chua
Tat-Seng Chua National University of Singapore

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