Marie-Francine Moens

Orcid: 0000-0002-3732-9323

Affiliations:
  • Catholic University of Leuven, Belgium


According to our database1, Marie-Francine Moens authored at least 346 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning.
CoRR, 2024

Computational Models to Study Language Processing in the Human Brain: A Survey.
CoRR, 2024

Animate Your Motion: Turning Still Images into Dynamic Videos.
CoRR, 2024

Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks.
CoRR, 2024

NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties.
CoRR, 2024

Explicitly Representing Syntax Improves Sentence-to-layout Prediction of Unexpected Situations.
CoRR, 2024

Fighting Against the Repetitive Training and Sample Dependency Problem in Few-Shot Named Entity Recognition.
IEEE Access, 2024

Beyond Document Page Classification: Design, Datasets, and Challenges.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Align MacridVAE: Multimodal Alignment for Disentangled Recommendations.
Proceedings of the Advances in Information Retrieval, 2024

2023
Causal Factor Disentanglement for Few-Shot Domain Adaptation in Video Prediction.
Entropy, November, 2023

Investigating better context representations for generative question answering.
Inf. Retr. J., June, 2023

Learning Sentence-Level Representations with Predictive Coding.
Mach. Learn. Knowl. Extr., March, 2023

Preventing profiling for ethical fake news detection.
Inf. Process. Manag., 2023

A Brief Overview of Universal Sentence Representation Methods: A Linguistic View.
ACM Comput. Surv., 2023

Interpretation modeling: Social grounding of sentences by reasoning over their implicit moral judgments.
CoRR, 2023

Text Augmentations with R-drop for Classification of Tweets Self Reporting Covid-19.
CoRR, 2023

Injecting Categorical Labels and Syntactic Information into Biomedical NER.
CoRR, 2023

Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence.
CoRR, 2023

Sequence-to-Sequence Spanish Pre-trained Language Models.
CoRR, 2023

When Do Discourse Markers Affect Computational Sentence Understanding?
CoRR, 2023

GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction.
CoRR, 2023

Visually-Aware Context Modeling for News Image Captioning.
CoRR, 2023

Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps.
CoRR, 2023

Generating multiple-choice questions for medical question answering with distractors and cue-masking.
CoRR, 2023

Understanding the Impact of Label Skewness and Optimization on Federated Learning for Text Classification.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Probing neural language models for understanding of words of estimative probability.
Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations?
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Online Bias Correction for Task-Free Continual Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Multimodal Distillation for Egocentric Action Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Document Understanding Dataset and Evaluation (DUDE).
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

An Information Extraction Study: Take in Mind the Tokenization!
Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Tuning in to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Decoding Realistic Images from Brain Activity with Contrastive Self-Supervision and Latent Diffusion.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Investigating Neural Fit Approaches for Sentence Embedding Model Paradigms.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Implicit Temporal Reasoning for Evidence-Based Fact-Checking.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Simulating Task-Free Continual Learning Streams From Existing Datasets.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Masking Language Model Mechanism with Event-Driven Knowledge Graphs for Temporal Relations Extraction from Clinical Narratives.
Proceedings of the Complex Networks & Their Applications XII, 2023

Whisper-Slu: Extending a Pretrained Speech-to-Text Transformer for Low Resource Spoken Language Understanding.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Guest editorial: special issue on ECIR 2021.
Inf. Retr. J., 2022

Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models.
Frontiers Artif. Intell., 2022

Corrigendum to "Giving commands to a self-driving car: How to deal with uncertain situations?" [Eng. Appl. Artif. Intell. 103 (2021) 104257].
Eng. Appl. Artif. Intell., 2022

Optimizing ship detection efficiency in SAR images.
CoRR, 2022

Layout-aware Dreamer for Embodied Referring Expression Grounding.
CoRR, 2022

Bidirectional Representations for Low Resource Spoken Language Understanding.
CoRR, 2022

Students taught by multimodal teachers are superior action recognizers.
CoRR, 2022

Find a Way Forward: a Language-Guided Semantic Map Navigator.
CoRR, 2022

Learning Explainable Disentangled Representations of E-Commerce Data by Aligning Their Visual and Textual Attributes.
Comput., 2022

Benchmarking Scalable Predictive Uncertainty in Text Classification.
IEEE Access, 2022

Talk2Car: Predicting Physical Trajectories for Natural Language Commands.
IEEE Access, 2022

Task-Aware Contrastive Pre-training for Spanish Named Entity Recognition in LivingNER Challenge.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Analysis and Prediction of NLP Models via Task Embeddings.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Evaluation Benchmarks for Spanish Sentence Representations.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Multitask Learning for Low Resource Spoken Language Understanding.
Proceedings of the Interspeech 2022, 2022

How Relevant is Selective Memory Population in Lifelong Language Learning?
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Entropy-based Stability-Plasticity for Lifelong Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

KUL@SMM4H'22: Template Augmented Adaptive Pre-training for Tweet Classification.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

Finding Structural Knowledge in Multimodal-BERT.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Predicting Physical World Destinations for Commands Given to Self-Driving Cars.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Time-aware evidence ranking for fact-checking.
J. Web Semant., 2021

Corrigendum to "Justifying diagnosis decisions by deep neural networks" [J. Biomed. Inf. 96 (2019) 103248].
J. Biomed. Informatics, 2021

Causal relationship extraction from biomedical text using deep neural models: A comprehensive survey.
J. Biomed. Informatics, 2021

Giving commands to a self-driving car: How to deal with uncertain situations?
Eng. Appl. Artif. Intell., 2021

Two-phase training mitigates class imbalance for camera trap image classification with CNNs.
CoRR, 2021

Like Article, Like Audience: Enforcing Multimodal Correlations for Disinformation Detection.
CoRR, 2021

Towards Understanding Iterative Magnitude Pruning: Why Lottery Tickets Win.
CoRR, 2021

Fine-Grained Cross-Modal Retrieval for Cultural Items with Focal Attention and Hierarchical Encodings.
Comput., 2021

Discrete and continuous representations and processing in deep learning: Looking forward.
AI Open, 2021

Probing Spatial Clues: Canonical Spatial Templates for Object Relationship Understanding.
IEEE Access, 2021

MTEQA at WMT21 Metrics Shared Task.
Proceedings of the Sixth Conference on Machine Translation, 2021

Just Ask! Evaluating Machine Translation by Asking and Answering Questions.
Proceedings of the Sixth Conference on Machine Translation, 2021

LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

TIEVis: a Visual Analytics Dashboard for Temporal Information Extracted from Clinical Reports.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

How Do Simple Transformations of Text and Image Features Impact Cosine-Based Semantic Match?
Proceedings of the Advances in Information Retrieval, 2021

Modeling Coreference Relations in Visual Dialog.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning.
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021

Clinical Report Classification: Continually Learning from User Feedback.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Revisiting spatio-temporal layouts for compositional action recognition.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Towards Extracting Absolute Event Timelines From English Clinical Reports.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Transitioning the information retrieval literature to a fully open access model.
SIGIR Forum, 2020

A Comparative Study of Outfit Recommendation Methods with a Focus on Attention-based Fusion.
Inf. Process. Manag., 2020

Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding.
CoRR, 2020

Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction.
CoRR, 2020

User Profiling Using Hinge-loss Markov Random Fields.
CoRR, 2020

Structured (De)composable Representations Trained with Neural Networks.
Comput., 2020

LIIR at SemEval-2020 Task 12: A Cross-Lingual Augmentation Approach for Multilingual Offensive Language Identification.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Convolutional Generation of Textured 3D Meshes.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Checkworthiness in Automatic Claim Detection Models: Definitions and Analysis of Datasets.
Proceedings of the Disinformation in Open Online Media, 2020

Learning Grammar in Confined Worlds.
Proceedings of the Conversational Dialogue Systems for the Next Decade, 2020

Are Scene Graphs Good Enough to Improve Image Captioning?
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Online Continual Learning from Imbalanced Data.
Proceedings of the 37th International Conference on Machine Learning, 2020

Decoding language spatial relations to 2D spatial arrangements.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, 2020

Commands 4 Autonomous Vehicles (C4AV) Workshop Summary.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Autoregressive Reasoning over Chains of Facts with Transformers.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Convolutional Attention Models with Post-Processing Heuristics at CLEF eHealth 2020.
Proceedings of the Working Notes of CLEF 2020, 2020

2019
Justifying diagnosis decisions by deep neural networks.
J. Biomed. Informatics, 2019

A Survey on Temporal Reasoning for Temporal Information Extraction from Text.
J. Artif. Intell. Res., 2019

Transfer Learning for Named Entity Recognition in Financial and Biomedical Documents.
Inf., 2019

Improving the Translation Environment for Professional Translators.
Informatics, 2019

Joint Processing of Language and Visual Data for Better Automated Understanding (Dagstuhl Seminar 19021).
Dagstuhl Reports, 2019

Attention-based Fusion for Outfit Recommendation.
CoRR, 2019

Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Generating Captions for Images of Ancient Artworks.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

LSTM for Dialogue Breakdown Detection: Exploration of Different Model Types and Word Embeddings.
Proceedings of the Increasing Naturalness and Flexibility in Spoken Dialogue Interaction, 2019

Talk2Car: Taking Control of Your Self-Driving Car.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Can Image Captioning Help Passage Retrieval in Multimodal Question Answering?
Proceedings of the Advances in Information Retrieval, 2019

Using Related Text Sources to Improve Classification of Transcribed Speech Data.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

2018
Learning to Extract Action Descriptions From Narrative Text.
IEEE Trans. Games, 2018

Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision.
Trans. Assoc. Comput. Linguistics, 2018

Report on the Second Workshop on Exploitation of Social Media for Emergency Relief and Preparedness (SMERP 2018) at the Web Conference (WWW) 2018.
SIGIR Forum, 2018

Exploitation of Social Media for Emergency Relief and Preparedness: Recent Research and Trends.
Inf. Syst. Frontiers, 2018

Vision and Language Integration Meets Multimedia Fusion.
IEEE Multim., 2018

A deep learning approach to bilingual lexicon induction in the biomedical domain.
BMC Bioinform., 2018

Argumentation mining: How can a machine acquire common sense and world knowledge?
Argument Comput., 2018

Text-Enriched Representations for News Image Classification.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

WWW'18 Workshop on Exploitation of Social Media for Emergency Relief and Preparedness: Chairs' Welcome & Organization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Web Search of Fashion Items with Multimodal Querying.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

User Profiling through Deep Multimodal Fusion.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Semantic Role Labeling of Speech Transcripts Without Sentence Boundaries.
Proceedings of the Text, Speech, and Dialogue - 21st International Conference, 2018

A Genetic Algorithm for Combining Visual and Textual Embeddings Evaluated on Attribute Recognition.
Proceedings of the 3rd Swiss Text Analytics Conference, SwissText 2018, Winterthur, 2018

Generating Continuous Representations of Medical Texts.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

A Markov Network Based Passage Retrieval Method for Multimodal Question Answering in the Cultural Heritage Domain.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Rethinking Summarization and Storytelling for Modern Social Multimedia.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Topic Modeling using Variational Auto-Encoders with Gumbel-Softmax and Logistic-Normal Mixture Distributions.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Keynote II.
Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

Evaluating Textual Representations through Image Generation.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Temporal Information Extraction by Predicting Relative Time-lines.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018


Word-Level Loss Extensions for Neural Temporal Relation Classification.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

A Flexible and Easy-to-use Semantic Role Labeling Framework for Different Languages.
Proceedings of the COLING 2018, 2018

Generating Text from Images in a Smooth Representation Space.
Proceedings of the Working Notes of CLEF 2018, 2018

International Workshop on Legal Data Analytics and Mining (LeDAM 2018): Preface to the Proceedings.
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

Do Neural Network Cross-Modal Mappings Really Bridge Modalities?
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Acquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Fast and Flexible Top-<i>k</i> Similarity Search on Large Networks.
ACM Trans. Inf. Syst., 2017

ECIR 2017 Workshop on Exploitation of Social Media for Emergency Relief and Preparedness (SMERP 2017).
SIGIR Forum, 2017

Entity linking across vision and language.
Multim. Tools Appl., 2017

Soft quantification in statistical relational learning.
Mach. Learn., 2017

Speech-Based Visual Question Answering.
CoRR, 2017

KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Evolutionary learning of meta-rules for text classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Structured Learning for Temporal Relation Extraction from Clinical Records.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Learning Visually Grounded Common Sense Spatial Knowledge for Implicit Spatial Language.
Proceedings of the Thirteenth International Symposium on Commonsense Reasoning, 2017

CLEF 2017: Multimodal Spatial Role Labeling (mSpRL) Task Overview.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

CLEF 2017: Multimodal Spatial Role Labeling Task Working Notes.
Proceedings of the Working Notes of CLEF 2017, 2017

Learning to Recognize Animals by Watching Documentaries: Using Subtitles as Weak Supervision.
Proceedings of the Sixth Workshop on Vision and Language, 2017

Imagined Visual Representations as Multimodal Embeddings.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Computational personality recognition in social media.
User Model. User Adapt. Interact., 2016

Report on ECIR 2016: 38th European Conference on Information Retrieval.
SIGIR Forum, 2016

Wildlife recognition in nature documentaries with weak supervision from subtitles and external data.
Pattern Recognit. Lett., 2016

Extracting relations from traditional Chinese medicine literature via heterogeneous entity networks.
J. Am. Medical Informatics Assoc., 2016

Bilingual Distributed Word Representations from Document-Aligned Comparable Data.
J. Artif. Intell. Res., 2016

Latent Dirichlet allocation for linking user-generated content and e-commerce data.
Inf. Sci., 2016

C-BiLDA extracting cross-lingual topics from non-parallel texts by distinguishing shared from unshared content.
Data Min. Knowl. Discov., 2016

Deep Embedding for Spatial Role Labeling.
CoRR, 2016

KULeuven-LIIR at SemEval 2016 Task 12: Detecting Narrative Containment in Clinical Records.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Cross-Modal Fashion Search.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Vision and Language Integration Meets Multimedia Fusion: Proceedings of ACM Multimedia 2016 Workshop.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

A Dataset for Multimodal Question Answering in the Cultural Heritage Domain.
Proceedings of the Workshop on Language Technology Resources and Tools for Digital Humanities, 2016

Semi-automatically Alignment of Predicates between Speech and OntoNotes data.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

SCATE - smart computer aided translation environment.
Proceedings of the 19th Annual Conference of the European Association for Machine Translation: Projects/Products, 2016

Argumentation Mining: How Can a Machine Acquire World and Common Sense Knowledge?
Proceedings of the Computational Models of Argument, 2016

Facing the most difficult case of Semantic Role Labeling: A collaboration of word embeddings and co-training.
Proceedings of the COLING 2016, 2016

Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations.
Proceedings of the COLING 2016, 2016

Multi-Modal Representations for Improved Bilingual Lexicon Learning.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Semi-supervised Learning for the BioNLP Gene Regulation Network.
BMC Bioinform., December, 2015

Global machine learning for spatial ontology population.
J. Web Semant., 2015

Domain Adaptation in Semantic Role Labeling Using a Neural Language Model and Linguistic Resources.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications.
Inf. Process. Manag., 2015

A survey on the application of recurrent neural networks to statistical language modeling.
Comput. Speech Lang., 2015

Structured learning for spatial information extraction from biomedical text: bacteria biotopes.
BMC Bioinform., 2015

Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

SemEval-2015 Task 8: SpaceEval.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Hierarchical Topic Models for Language-based Video Hyperlinking.
Proceedings of the Third Edition Workshop on Speech, Language & Audio in Multimedia, 2015

Statistical Relational Learning with Soft Quantifiers.
Proceedings of the Inductive Logic Programming - 25th International Conference, 2015

Inferring User Interests on Social Media from Text and Images.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Adapting Coreference Resolution for Narrative Processing.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Smart Computer Aided Translation Environment - SCATE.
Proceedings of the 18th Annual Conference of the European Association for Machine Translation, 2015

Semantic Role Labeling of Speech Transcripts.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

Machine Reading of Biological Texts - Bacteria-Biotope Extraction.
Proceedings of the BIOINFORMATICS 2015, 2015

Machine Reading for Extraction of Bacteria and Habitat Taxonomies.
Proceedings of the Biomedical Engineering Systems and Technologies, 2015

Scalable adaptive label propagation in Grappa.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Information Extraction from Biomedical Texts: Learning Models with Limited Supervision.
Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis, 2015

2014
Unsupervised scene detection and commentator building using multi-modal chains.
Multim. Tools Appl., 2014

Minimizer of the Reconstruction Error for multi-class document categorization.
Expert Syst. Appl., 2014

Multilingual probabilistic topic modeling and its applications in web mining and search.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

How are you doing? Emotions and Personality in Facebook.
Proceedings of the Posters, 2014

Learning to bridge colloquial and formal language applied to linking and search of E-Commerce data.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Text Mining for Open Domain Semi-Supervised Semantic Role Labeling.
Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2014

Towards Animated Visualization of Actors and Actions in a Learning Environment.
Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, 2014

IRISA and KUL at MediaEval 2014: Search and Hyperlinking Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

HiEve: A Corpus for Extracting Event Hierarchies from News Stories.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

A Survey of Automated Hierarchical Classification of Patents.
Proceedings of the Professional Search in the Modern World, 2014

Age and Gender Identification in Social Media.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Key Event Detection in Video using ASR and Visual Data.
Proceedings of the Third Workshop on Vision and Language, 2014

Forecasting Potential Diabetes Complications.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Extending PSL with Fuzzy Quantifiers.
Proceedings of the Statistical Relational Artificial Intelligence, 2014

Conclusions and a Road Map for Future Developments.
Proceedings of the Mining User Generated Content., 2014

Mining User Generated Content and Its Applications.
Proceedings of the Mining User Generated Content., 2014

2013
Cornetto: A Combinatorial Lexical Semantic Database for Dutch.
Proceedings of the Essential Speech and Language Technology for Dutch, 2013

Question Answering of InformativeWeb Pages: How Summarisation Technology Helps.
Proceedings of the Essential Speech and Language Technology for Dutch, 2013

Finding a needle in a haystack: an interactive video archive explorer for professional video searchers.
Multim. Tools Appl., 2013

Naming persons in video: Using the weak supervision of textual stories.
J. Vis. Commun. Image Represent., 2013

Cross-language information retrieval models based on latent topic models trained with document-aligned comparable corpora.
Inf. Retr., 2013

Representations for multi-document event clustering.
Data Min. Knowl. Discov., 2013

KUL: Data-driven Approach to Temporal Parsing of Newswire Articles.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

SemEval-2013 Task 3: Spatial Role Labeling.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Estimating the breadth of search queries.
Proceedings of the Open research Areas in Information Retrieval, 2013

Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Cross-modal alignment for wildlife recognition.
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013

An IR-Inspired Approach to Recovering Named Entity Tags in Broadcast News.
Proceedings of the Multidisciplinary Information Retrieval, 2013

Argumentation Mining: Where are we now, where do we want to be and how do we get there?
Proceedings of the 5th 2013 Forum on Information Retrieval Evaluation, 2013

A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else).
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

A Unified Framework for Monolingual and Cross-Lingual Relevance Modeling Based on Probabilistic Topic Models.
Proceedings of the Advances in Information Retrieval, 2013

Monolingual and Cross-Lingual Probabilistic Topic Models and Their Applications in Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2013

Summarization and Expansion of Search Facets.
Proceedings of the 13th Dutch-Belgian Workshop on Information Retrieval, 2013

Selection of Search Facets.
Proceedings of the CORIA 2013 - Conférence en Recherche d'Infomations et Applications, 2013

Are words enough?: a study on text-based representations and retrieval models for linking pins to online shops.
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, 2013

I pinned it. where can i buy one like it?: automatically linking pinterest pins to online webshops.
Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, 2013

Detecting Relations in the Gene Regulation Network.
Proceedings of the BioNLP Shared Task 2013 Workshop, Sofia, 2013

Automatic Labeling of Forums Using Bloom's Taxonomy.
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

2012
Highly discriminative statistical features for email classification.
Knowl. Inf. Syst., 2012

The latent words language model.
Comput. Speech Lang., 2012

PCA document reconstruction for email classification.
Comput. Stat. Data Anal., 2012

SemEval-2012 Task 3: Spatial Role Labeling.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Document Categorization Based on Minimum Loss of Reconstruction Information.
Proceedings of the Advances in Computational Intelligence, 2012

Annotating Story Timelines as Temporal Dependency Structures.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Multilayered Class Discrimination in Large-Scale Taxonomies.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Hierarchical Classification of Web Documents by Stratified Discriminant Analysis.
Proceedings of the Multidisciplinary Information Retrieval, 2012

Surfin' Wikipedia: an analysis of the Wikipedia (non-random) surfer's behavior from aggregate access data.
Proceedings of the Information Interaction in Context: 2012, 2012

EmSe: initial evaluation of a child-friendly medical search system.
Proceedings of the Information Interaction in Context: 2012, 2012

EmSe: Supporting Children's Information Needs within a Hospital Environment.
Proceedings of the Advances in Information Retrieval, 2012

Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge.
Proceedings of the EACL 2012, 2012

Skip N-grams and Ranking Functions for Predicting Script Events.
Proceedings of the EACL 2012, 2012

Plink-LDA: Using Link as Prior Information in Topic Modeling.
Proceedings of the Database Systems for Advanced Applications, 2012

Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction.
Proceedings of the COLING 2012, 2012

Coreference Clustering using Column Generation.
Proceedings of the COLING 2012, 2012

The downside of markup: examining the harmful effects of CSS and javascript on indexing today's web.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

A Dataset for the Evaluation of Lexical Simplification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

KU Leuven at HOO-2012: A Hybrid Approach to Detection and Correction of Determiner and Preposition Errors in Non-native English Text.
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012

Extracting Narrative Timelines as Temporal Dependency Structures.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011
Spatial role labeling: Towards extraction of spatial relations from natural language.
ACM Trans. Speech Lang. Process., 2011

A survey on question answering technology from an information retrieval perspective.
Inf. Sci., 2011

Knowledge and reasoning for question answering: Research perspectives.
Inf. Process. Manag., 2011

Introduction to the special issue on question answering.
Inf. Process. Manag., 2011

Naming People in News Videos with Label Propagation.
IEEE Multim., 2011

Argumentation mining.
Artif. Intell. Law, 2011

Knowledge Transfer across Multilingual Corpora via Latent Topics.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Relational Learning for Spatial Relation Extraction from Natural Language.
Proceedings of the Inductive Logic Programming - 21st International Conference, 2011

Clash of the Typings - Finding Controversies and Children's Topics Within Queries.
Proceedings of the Advances in Information Retrieval, 2011

Examining the "leftness" property of Wikipedia categories.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Unsupervised scene detection in Olympic video using multi-modal chains.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

Cross-Language Information Retrieval with Latent Topic Models Trained on a Comparable Corpus.
Proceedings of the Information Retrieval Technology, 2011

Identifying Word Translations from Comparable Corpora Using Latent Topic Models.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Model-Portability Experiments for Textual Temporal Analysis.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
Cross-Media Alignment of Names and Faces.
IEEE Trans. Multim., 2010

Identifying and Resolving Hidden Text Salting.
IEEE Trans. Inf. Forensics Secur., 2010

News story segmentation in multiple modalities.
Multim. Tools Appl., 2010

New filtering approaches for phishing email.
J. Comput. Secur., 2010

Linking content in unstructured sources.
Proceedings of the 19th International Conference on World Wide Web, 2010

A picture is worth a thousand search results: finding child-oriented multimedia results with collAge.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

KUL: Recognition and Normalization of Temporal Expressions.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Weakly supervised person naming in news video.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

Approaches to Text Mining Arguments from Legal Cases.
Proceedings of the Semantic Processing of Legal Texts: Where the Language of Law Meets the Law of Language, 2010

Spatial Role Labeling: Task Definition and Annotation Scheme.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Using Biased Discriminant Analysis for Email Filtering.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Naming persons in news video with label propagation.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Wisdom of the ages: toward delivering the children's web with the link-based agerank algorithm.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Integer Linear Programming for Dutch Sentence Compression.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

Automatic annotation of unique locations from video and text.
Proceedings of the British Machine Vision Conference, 2010

2009
A machine learning approach to sentiment analysis in multilingual Web texts.
Inf. Retr., 2009

Meeting TempEval-2: Shallow Approach for Temporal Tagger.
Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions, 2009

Comparing Two Approaches for the Recognition of Temporal Expressions.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Multimodal News Story Segmentation.
Proceedings of the First International Conference on Intelligent Human Computer Interaction, 2009

A Belief Model of Query Difficulty That Uses Subjective Logic.
Proceedings of the Advances in Information Retrieval Theory, 2009

A Logical Inference Approach to Query Expansion with Social Tags.
Proceedings of the Advances in Information Retrieval Theory, 2009

Argumentation mining: the detection, classification and structure of arguments in text.
Proceedings of the 12th International Conference on Artificial Intelligence and Law, 2009

Automatic Argumentation Detection and its Role in Law and the Semantic Web.
Proceedings of the Law, Ontologies and the Semantic Web, 2009

Machine Learning Approaches for Temporal Information Extraction: A comparative study.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

Semi-supervised Semantic Role Labeling Using the Latent Words Language Model.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Information Extraction and Linking in a Retrieval Context.
Proceedings of the Advances in Information Retrieval, 2009

Mining Opinions in Blogs, The Good, the Bad and the Ugly.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2009

Cross-language linking of news stories on the web using interlingual topic modelling.
Proceedings of the 2nd ACM Workshop on Social Web Search and Mining, 2009

News Story Segmentation in Multiple Modalities.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008
Using patterns of thematic progression for building a table of contents of a text.
Nat. Lang. Eng., 2008

Anticipating Hidden Text Salting in Emails.
Proceedings of the Recent Advances in Intrusion Detection, 11th International Symposium, 2008

Language Resources for Studying Argument.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Comparing Document Classification Schemes Using K-Means Clustering.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Study on the Structure of Argumentation in Case Law.
Proceedings of the Legal Knowledge and Information Systems, 2008

CADIAL Search Engine at INEX.
Proceedings of the Advances in Focused Retrieval, 2008

Finding the Best Picture: Cross-Media Retrieval of Content.
Proceedings of the Advances in Information Retrieval , 2008

Learning Visual Entities and Their Visual Attributes from Text Corpora.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Detecting Known and New Salting Tricks in Unwanted Emails.
Proceedings of the CEAS 2008, 2008

2007
7<sup>th</sup> Dutch-Belgian Information Retrieval Workshop March 28--29, 2007 Katholieke Universiteit Leuven, Belgium.
SIGIR Forum, 2007

Summarizing court decisions.
Inf. Process. Manag., 2007

Information Extraction: The Power of Words and Pictures.
J. Comput. Inf. Technol., 2007

Cross-Media Entity Recognition in Nearly Parallel Visual and Textual Documents.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30, 2007

Study on Sentence Relations in the Automatic Detection of Argumentation in Legal Cases.
Proceedings of the Legal Knowledge and Information Systems, 2007

Extraction of Folksonomies from Noisy Texts.
Proceedings of the First International Conference on Weblogs and Social Media, 2007

Automatic detection of arguments in legal texts.
Proceedings of the Eleventh International Conference on Artificial Intelligence and Law, 2007

Automatic Sentiment Analysis in On-line Text.
Proceedings of the Openness in Digital Publishing: Awareness, Discovery and Access - Proceedings of the 11th International Conference on Electronic Publishing held in Vienna, 2007

Cross-Document Entity Tracking.
Proceedings of the Advances in Information Retrieval, 2007

Generating a Topic Hierarchy from Dialect Texts.
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

Text Analysis for Automatic Image Annotation.
Proceedings of the ACL 2007, 2007

2006
Rpref: a generalization of Bpref towards graded relevance judgments.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Evaluation of Information Retrieval and Text Mining Tools on Automatic Named Entity Extraction.
Proceedings of the Intelligence and Security Informatics, 2006

Intelligent Information Retrieval Tools for Police.
Proceedings of the Intelligence and Security Informatics, 2006

Multi-Criteria Evaluation of Information Retrieval Tools.
Proceedings of the ICEIS 2006, 2006

Assessing the State of the Art of Commercial Tools for Unstructured Information Exploitation.
Proceedings of the Business Information Systems, 2006

Efficient Hierarchical Entity Classifier Using Conditional Random Fields.
Proceedings of the 2nd Workshop on Ontology Learning and Population: Bridging the Gap between Text and Knowledge@COLING/ACL 2006, 2006

Information Extraction: Algorithms and Prospects in a Retrieval Context
The Information Retrieval Series 21, Springer, ISBN: 978-1-4020-4993-4, 2006

2005
Multidocument Question Answering Text Summarization Using Topic Signatures.
J. Digit. Inf. Manag., 2005

Generic technologies for single- and multi-document summarization.
Inf. Process. Manag., 2005

Combining Structured and Unstructured Information in a Retrieval Model for Accessing Legislation.
Proceedings of the Tenth International Conference on Artificial Intelligence and Law, 2005

2004
Summarizing Texts at Various Levels of Detail.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2004

2003
Concept Extraction from Legal Cases: The Use of a Statistic of Coincidence.
Proceedings of the 9th International Conference on Artificial Intelligence and Law, 2003

An Evaluation Forum for Legal IR System?
Proceedings of the Evaluation of Legal Reasoning and Problem-Solving Systems, 2003

2002
First steps in building a model for the retrieval of court decisions.
Int. J. Hum. Comput. Stud., 2002

Legislative Databases: Current Problems and Possible Solutions.
Int. J. Law Inf. Technol., 2002

Semantic Case Role Detection for Information Extraction.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

Automatic Indexing and Abstracting of Document Texts
The Kluwer International Series on Information Retrieval 6, Kluwer, ISBN: 978-0-306-47017-2, 2002

2001
Innovative techniques for legal text retrieval.
Artif. Intell. Law, 2001

Generic Topic Segmentation of Document Texts.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

2000
Use of a text grammar for generating highlight abstracts of magazine articles.
J. Documentation, 2000

Text categorization: the assignment of subject descriptors to magazine articles.
Inf. Process. Manag., 2000

Automatic Version Management of Legislation: The Agora-Lex Project.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

1999
Abstracting of Legal Cases: The Potential of Clustering Based on the Selection of Representative Objects.
J. Am. Soc. Inf. Sci., 1999

Information extraction from legal texts: the potential of discourse analysis.
Int. J. Hum. Comput. Stud., 1999

1998
Salomon: Automatic Abstracting of Legal Cases for Effective Access to Court Decisions.
Artif. Intell. Law, 1998

Automatic Abstracting of Magazine Articles: The Creation of 'Highlight' Abstracts.
Proceedings of the SIGIR '98: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1998

1997
Automatic text structuring and categorization as a first step in summarizing legal cases.
Inf. Process. Manag., 1997

Abstracting of Legal Cases: The SALOMON Experience.
Proceedings of the Sixth International Conference on Artificial Intelligence and Law, 1997


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