Marie-Francine Moens

Protecting multimodal large language models against misleading visualizations ACL 2026 Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising EACL 2026 Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors ACL 2025 Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints ACL 2025 Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025 NeuralFlix: A Simple While Effective Framework for Semantic Decoding of Videos from Non-invasive Brain Recordings AAAI 2025 Sequence-to-Sequence Spanish Pre-trained Language Models COLING 2024 Beyond Document Page Classification: Design, Datasets, and Challenges WACV 2024 Spatial and Temporal Language Understanding: Representation, Reasoning, and Grounding NAACL 2024 Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning NAACL 2024 Computational Linguistics for Brain Encoding and Decoding: Principles, Practices and Beyond ACL 2024 GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction ACL 2024 KUL@SMM4H2024: Optimizing Text Classification with Quality-Assured Augmentation Strategies ACL 2024 Visually-Aware Context Modeling for News Image Captioning NAACL 2024 Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps ICLR 2024 DMON: A Simple Yet Effective Approach for Argument Structure Learning COLING 2024 Generating Multiple-choice Questions for Medical Question Answering with Distractors and Cue-masking COLING 2024 Unraveling Clinical Insights: A Lightweight and Interpretable Approach for Multimodal and Multilingual Knowledge Integration COLING 2024 MSNER: A Multilingual Speech Dataset for Named Entity Recognition COLING 2024 OrigamIM: A Dataset of Ambiguous Sentence Interpretations for Social Grounding and Implicit Language Understanding COLING 2024 Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models EMNLP 2024 “Image, Tell me your story!” Predicting the original meta-context of visual misinformation EMNLP 2024 Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks ECCV 2024 A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024 Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI 2023 Multimodal Distillation for Egocentric Action Recognition ICCV 2023 Implicit Temporal Reasoning for Evidence-Based Fact-Checking EACL 2023 Online Bias Correction for Task-Free Continual Learning ICLR 2023 Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities NIPS 2023 Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding AAAI 2023 Weakly Supervised Face Naming With Symmetry-Enhanced Contrastive Loss WACV 2023 CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023 A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information ACL 2023 Probing neural language models for understanding of words of estimative probability ACL 2023 Finding Structural Knowledge in Multimodal-BERT ACL 2022 Predicting Physical World Destinations for Commands Given to Self-Driving Cars AAAI 2022 How Relevant is Selective Memory Population in Lifelong Language Learning? AACL 2022 KUL@SMM4H’22: Template Augmented Adaptive Pre-training for Tweet Classification COLING 2022 Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System NAACL 2022 How Relevant is Selective Memory Population in Lifelong Language Learning? IJCNLP 2022 Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022 Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning EMNLP 2021 LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features IJCNLP 2021 Modeling Coreference Relations in Visual Dialog EACL 2021 LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features SEMEVAL 2021 Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning CONLL 2021 LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features ACL 2021 MTEQA at WMT21 Metrics Shared Task EMNLP 2021 Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021 Just Ask! Evaluating Machine Translation by Asking and Answering Questions EMNLP 2021 Convolutional Generation of Textured 3D Meshes NIPS 2020 Are Scene Graphs Good Enough to Improve Image Captioning? AACL 2020 Autoregressive Reasoning over Chains of Facts with Transformers COLING 2020 LIIR at SemEval-2020 Task 12: A Cross-Lingual Augmentation Approach for Multilingual Offensive Language Identification COLING 2020 Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks EMNLP 2020 Decoding Language Spatial Relations to 2D Spatial Arrangements EMNLP 2020 Online Continual Learning from Imbalanced Data ICML 2020 A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract) IJCAI 2020 LIIR at SemEval-2020 Task 12: A Cross-Lingual Augmentation Approach for Multilingual Offensive Language Identification SEMEVAL 2020 Talk2Car: Taking Control of Your Self-Driving Car IJCNLP 2019 Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN) EMNLP 2019 Talk2Car: Taking Control of Your Self-Driving Car EMNLP 2019 Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs NAACL 2019 Evaluating Textual Representations through Image Generation EMNLP 2018 A Flexible and Easy-to-use Semantic Role Labeling Framework for Different Languages COLING 2018 Word-Level Loss Extensions for Neural Temporal Relation Classification COLING 2018 Generating Continuous Representations of Medical Texts NAACL 2018 Proceedings of the First International Workshop on Spatial Language Understanding NAACL 2018 Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL 2018 Temporal Information Extraction by Predicting Relative Time-lines EMNLP 2018 Structured Learning for Temporal Relation Extraction from Clinical Records EACL 2017 Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments IJCNLP 2017 Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations EACL 2017 KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records SEMEVAL 2017 Multi-Modal Representations for Improved Bilingual Lexicon Learning ACL 2016 Facing the most difficult case of Semantic Role Labeling: A collaboration of word embeddings and co-training COLING 2016 Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations COLING 2016 KULeuven-LIIR at SemEval 2016 Task 12: Detecting Narrative Containment in Clinical Records SEMEVAL 2016 Adapting Coreference Resolution for Narrative Processing EMNLP 2015 Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction ACL 2015 TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay SEMEVAL 2015 SemEval-2015 Task 8: SpaceEval SEMEVAL 2015 Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction IJCNLP 2015 Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data EMNLP 2014 KUL: Data-driven Approach to Temporal Parsing of Newswire Articles SEMEVAL 2013 A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else) EMNLP 2013 Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses NAACL 2013 SemEval-2013 Task 3: Spatial Role Labeling SEMEVAL 2013 Extracting Narrative Timelines as Temporal Dependency Structures ACL 2012 Coreference Clustering using Column Generation COLING 2012 Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge EACL 2012 SemEval-2012 Task 3: Spatial Role Labeling SEMEVAL 2012 Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction COLING 2012 Identifying Word Translations from Comparable Corpora Using Latent Topic Models ACL 2011 Model-Portability Experiments for Textual Temporal Analysis ACL 2011 KUL: Recognition and Normalization of Temporal Expressions SEMEVAL 2010 Semi-supervised Semantic Role Labeling Using the Latent Words Language Model EMNLP 2009 Text Analysis for Automatic Image Annotation ACL 2007 Semantic Case Role Detection for Information Extraction COLING 2002