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Towards Understanding Iterative Magnitude Pruning: Why Lottery Tickets Win


Jun 13, 2021
Jaron Maene, Mingxiao Li, Marie-Francine Moens


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Giving Commands to a Self-Driving Car: How to Deal with Uncertain Situations?


Jun 08, 2021
Thierry Deruyttere, Victor Milewski, Marie-Francine Moens

* Accepted in Engineering Applications of Artificial Intelligence (EAAI) journal 

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LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features


May 31, 2021
Erfan Ghadery, Damien Sileo, Marie-Francine Moens


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Autoregressive Reasoning over Chains of Facts with Transformers


Dec 17, 2020
Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens

* Published at International Conference on Computational Linguistics 2020 (ICCL) (COLING) 

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Are scene graphs good enough to improve Image Captioning?


Sep 25, 2020
Victor Milewski, Marie-Francine Moens, Iacer Calixto

* 11 pages, 3 figures. Accepted for publication in AACL-IJCNLP 2020 

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Commands 4 Autonomous Vehicles (C4AV) Workshop Summary


Sep 18, 2020
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Yu Liu, Luc Van Gool, Matthew Blaschko, Tinne Tuytelaars, Marie-Francine Moens


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Time-Aware Evidence Ranking for Fact-Checking


Sep 10, 2020
Liesbeth Allein, Isabelle Augenstein, Marie-Francine Moens


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Checkworthiness in Automatic Claim Detection Models: Definitions and Analysis of Datasets


Aug 20, 2020
Liesbeth Allein, Marie-Francine Moens


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Structured (De)composable Representations Trained with Neural Networks


Jul 07, 2020
Graham Spinks, Marie-Francine Moens


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Convolutional Generation of Textured 3D Meshes


Jun 13, 2020
Dario Pavllo, Graham Spinks, Thomas Hofmann, Marie-Francine Moens, Aurelien Lucchi


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A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract)


May 15, 2020
Artuur Leeuwenberg, Marie-Francine Moens

* Extended abstract of a JAIR article, which is to appear in the proceedings of IJCAI 2020 (the copyright of this abstract is held by IJCAI 2020) 

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LIIR at SemEval-2020 Task 12: A Cross-Lingual Augmentation Approach for Multilingual Offensive Language Identification


May 07, 2020
Erfan Ghadery, Marie-Francine Moens


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Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding


Mar 19, 2020
Thierry Deruyttere, Guillem Collell, Marie-Francine Moens

* 14 pages + 22 pages supplementary with a lot of figures 

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Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction


Jan 09, 2020
Liesbeth Allein, Artuur Leeuwenberg, Marie-Francine Moens


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User Profiling Using Hinge-loss Markov Random Fields


Jan 05, 2020
Golnoosh Farnadi, Lise Getoor, Marie-Francine Moens, Martine De Cock


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Talk2Car: Taking Control of Your Self-Driving Car


Sep 24, 2019
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens

* 14 pages, accepted at emnlp-ijcnlp 2019 

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Attention-based Fusion for Outfit Recommendation


Aug 28, 2019
Katrien Laenen, Marie-Francine Moens

* 6 pages 

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Justifying Diagnosis Decisions by Deep Neural Networks


Jul 12, 2019
Graham Spinks, Marie-Francine Moens


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Temporal Information Extraction by Predicting Relative Time-lines


Aug 28, 2018
Artuur Leeuwenberg, Marie-Francine Moens

* Accepted at the Conference on Empirical Methods in Natural Language Processing (EMNLP 2018) 

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Word-Level Loss Extensions for Neural Temporal Relation Classification


Aug 07, 2018
Artuur Leeuwenberg, Marie-Francine Moens

* Accepted at the 27th International Conference on Computational Linguistics (COLING 2018) 

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Do Neural Network Cross-Modal Mappings Really Bridge Modalities?


Jun 04, 2018
Guillem Collell, Marie-Francine Moens

* To appear at ACL 2018 

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Generating Continuous Representations of Medical Texts


May 15, 2018
Graham Spinks, Marie-Francine Moens


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Fast Top-k Area Topics Extraction with Knowledge Base


Dec 04, 2017
Fang Zhang, Xiaochen Wang, Jingfei Han, Jie Tang, Shiyin Wang, Marie-Francine Moens


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Acquiring Common Sense Spatial Knowledge through Implicit Spatial Templates


Nov 21, 2017
Guillem Collell, Luc Van Gool, Marie-Francine Moens

* To appear at AAAI 2018 Conference 

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Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments


Oct 05, 2017
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens

* IJCNLP 2017 

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Speech-Based Visual Question Answering


Sep 16, 2017
Ted Zhang, Dengxin Dai, Tinne Tuytelaars, Marie-Francine Moens, Luc Van Gool


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Learning to Predict: A Fast Re-constructive Method to Generate Multimodal Embeddings


Mar 25, 2017
Guillem Collell, Teddy Zhang, Marie-Francine Moens

* Presented at MLINI-2016 workshop, 2016 (arXiv:1701.01437) 

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Deep Embedding for Spatial Role Labeling


Mar 28, 2016
Oswaldo Ludwig, Xiao Liu, Parisa Kordjamshidi, Marie-Francine Moens


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Bilingual Distributed Word Representations from Document-Aligned Comparable Data


Feb 28, 2016
Ivan Vulić, Marie-Francine Moens


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