← Authors

Marie-Francine Moens

98 papers · 2002–2026 · 17 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (17) 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (23) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (15) πŸ† Keyword Champion 🀝 Dynamic Duo (13) πŸ“ˆ Trend Setter ❓ The Questioner (6) πŸ—ƒοΈ Keyword Collector (307) πŸ’Ž Century Club (97) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (17) ⚑ Prolific Year (18)

Conferences

EMNLP (18) ACL (17) COLING (16) SEMEVAL (10) NAACL (8) EACL (6) IJCNLP (5) AAAI (4) WACV (2) NIPS (2) IJCAI (2) ICLR (2) AACL (2) ICML (1) ICCV (1) ECCV (1) CONLL (1)

Top co-authors

Ivan Vulić (13) Mingxiao Li (9) Erfan Ghadery (7) Tinne Tuytelaars (7) Artuur Leeuwenberg (7) Steven Bethard (7) Vladimir Araujo (6) Parisa Kordjamshidi (6) Tingyu Qu (5) Damien Sileo (5)

Research topics

Understanding (1)

Keywords

multimodal learning (10) text classification (9) contrastive learning (8) question answering (6) neural network (5) language model (4) data augmentation (4) visual grounding (4) named entity recognition (4) representation learning (4) image classification (3) persuasion detection (3) semantic similarity (3) knowledge graph (3) clip model (3) catastrophic forgetting (3) continual learning (3) unsupervised learning (3) relation extraction (3) natural language understanding (3)

Papers

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
NeuralFlix: A Simple While Effective Framework for Semantic Decoding of Videos from Non-invasive Brain Recordings AAAI 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps ICLR 2024
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models EMNLP 2024
Sequence-to-Sequence Spanish Pre-trained Language Models COLING 2024
Beyond Document Page Classification: Design, Datasets, and Challenges WACV 2024
β€œImage, Tell me your story!” Predicting the original meta-context of visual misinformation EMNLP 2024
OrigamIM: A Dataset of Ambiguous Sentence Interpretations for Social Grounding and Implicit Language Understanding COLING 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
Visually-Aware Context Modeling for News Image Captioning NAACL 2024
MSNER: A Multilingual Speech Dataset for Named Entity Recognition COLING 2024
Unraveling Clinical Insights: A Lightweight and Interpretable Approach for Multimodal and Multilingual Knowledge Integration COLING 2024
Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks ECCV 2024
KUL@SMM4H2024: Optimizing Text Classification with Quality-Assured Augmentation Strategies ACL 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
Generating Multiple-choice Questions for Medical Question Answering with Distractors and Cue-masking COLING 2024
DMON: A Simple Yet Effective Approach for Argument Structure Learning COLING 2024
Online Bias Correction for Task-Free Continual Learning ICLR 2023
Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding AAAI 2023
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities NIPS 2023
Weakly Supervised Face Naming With Symmetry-Enhanced Contrastive Loss WACV 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
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
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023
Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022
KUL@SMM4H’22: Template Augmented Adaptive Pre-training for Tweet Classification COLING 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? IJCNLP 2022
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System NAACL 2022
Finding Structural Knowledge in Multimodal-BERT ACL 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL 2022
Predicting Physical World Destinations for Commands Given to Self-Driving Cars AAAI 2022
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
Just Ask! Evaluating Machine Translation by Asking and Answering Questions EMNLP 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features IJCNLP 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning EMNLP 2021
Modeling Coreference Relations in Visual Dialog EACL 2021
MTEQA at WMT21 Metrics Shared Task EMNLP 2021
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features ACL 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
Temporal Information Extraction by Predicting Relative Time-lines 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
Evaluating Textual Representations through Image Generation EMNLP 2018
Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments IJCNLP 2017
Structured Learning for Temporal Relation Extraction from Clinical Records EACL 2017
KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records SEMEVAL 2017
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations EACL 2017
Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations COLING 2016
Facing the most difficult case of Semantic Role Labeling: A collaboration of word embeddings and co-training COLING 2016
Multi-Modal Representations for Improved Bilingual Lexicon Learning ACL 2016
KULeuven-LIIR at SemEval 2016 Task 12: Detecting Narrative Containment in Clinical Records SEMEVAL 2016
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay SEMEVAL 2015
Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction ACL 2015
Adapting Coreference Resolution for Narrative Processing EMNLP 2015
Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction IJCNLP 2015
SemEval-2015 Task 8: SpaceEval SEMEVAL 2015
Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data EMNLP 2014
Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses NAACL 2013
A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else) EMNLP 2013
KUL: Data-driven Approach to Temporal Parsing of Newswire Articles SEMEVAL 2013
SemEval-2013 Task 3: Spatial Role Labeling SEMEVAL 2013
Coreference Clustering using Column Generation COLING 2012
Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction COLING 2012
Extracting Narrative Timelines as Temporal Dependency Structures ACL 2012
Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge EACL 2012
SemEval-2012 Task 3: Spatial Role Labeling SEMEVAL 2012
Model-Portability Experiments for Textual Temporal Analysis ACL 2011
Identifying Word Translations from Comparable Corpora Using Latent Topic Models 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