Publications

(2022). To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. Advances in Neural Information Processing Systems.

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(2022). QuestEval: Summarization Asks for Fact-based Evaluation. EMNLP 2021.

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(2022). On the Study of Transformers for Query Suggestion. ACM Transactions on Information Systems.

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(2021). SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking.

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(2021). Une Analyse du Modèle ColBERT. Conférence francophone en Recherche d’Information et Application.

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(2021). SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval. arXiv:2109.10086 [cs].

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(2021). Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation. arXiv:2104.07555 [cs].

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(2021). Skim-Attention: Learning to Focus via Document Layout. arXiv:2109.01078 [cs].

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(2021). SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking.

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(2021). To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs.

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(2021). Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation. arXiv:2104.07555 [cs].

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(2021). QuestEval: Summarization Asks for Fact-based Evaluation. arXiv:2103.12693 [cs].

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(2021). QuestEval: Summarization Asks for Fact-based Evaluation. arXiv:2103.12693 [cs].

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(2021). A White Box Analysis of ColBERT.

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(2020). A White Box Analysis of ColBERT. arXiv:2012.09650 [cs].

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(2020). ColdGANs: Taming Language GANs with Cautious Sampling Strategies. Advances in Neural Information Processing Systems.

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(2020). Modeling Relational Time Series using Gaussian Embeddings.

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(2020). Using BERT and BART for Query Suggestion. Joint Conference of the Information Retrieval Communities in Europe.

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(2020). Discriminative Adversarial Search for Abstractive Summarization. International Conference on Machine Learning.

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(2020). ColdGANs: Taming Language GANs with Cautious Sampling Strategies.

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(2020). MLSUM: The Multilingual Summarization Corpus.

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(2019). Incorporating Visual Semantics into Sentence Representations within a Grounded Space. EMNLP.

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(2019). Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. EMNLP.

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(2019). Context-Aware Zero-Shot Learning for Object Recognition. International Conference on Machine Learning.

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(2019). Self-Attention Architectures for Answer-Agnostic Neural Question Generation. ACL 2019.

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(2019). Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses. Proceedings of the Association for Computational Linguistics.

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(2019). Un modèle multimodal d’apprentissage de représentations de phrases qui préserve la sémantique visuelle. conférence francophone en Recherche d’Information et Application.

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(2018). Représentations Gaussiennes pour le Filtrage Collaboratif.

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(2018). Polarité des jugements et des interactions pour le filtrage collaboratif et la prédiction de liens sociaux.. Conférence en Recherche d’Informations et Applications.

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(2018). Learning Multi-Modal Word Representation Grounded in Visual Context. Association for the Advancement of Artificial Intelligence.

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(2017). LIP6@CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings Working notes. CLEF.

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(2017). Gaussian Embeddings for Collaborative Filtering.

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(2017). What can Quantum Theory bring to IR?. Conference on information and knowledge management.

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(2017). Web Search Engine Evaluation using Clickthrough Data and a User Model.

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(2017). Un modèle pour la recherche d'information sur des documents structurés.

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(2017). Towards a science of user engagement (Position Paper).

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(2017). Taking advantage of the semantics of a lesson graph based on learning objects. International Conference on Artificial Intelligence in Education.

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(2017). Supporting Polyrepresentation in a Quantum-inspired Geometrical Retrieval Framework.

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(2017). Structured Information Retrieval and Quantum Theory. Quantum Information Symposium.

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(2017). Structure, recherche d'information et apprentissage. Extraction et Gestion des Connaissances.

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(2017). Specificity.

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(2017). Sound and Complete Relevance Assessments for XML Retrieval. Transactions On Information Systems.

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(2017). Représentation temporelle des mots : application au clustering de micro-blogs..

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(2017). Providing Consistent and Exhaustive Relevance Assessments for XML Retrieval Evaluation. Conference on Information and Knowledge Management.

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(2017). Processing Queries in Session in a Quantum-inspired IR Framework.

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(2017). Predictive User Click Models Based on Click-through History. ACM International Conference on Information and Knowledge Management.

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(2017). Parameterized Neural Network Language Models for Information Retrieval.

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(2017). On using a quantum physics formalism for multidocument summarization. Journal of the American Society for Information Science and Technology.

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(2017). On the use of Complex Numbers in Quantum Models for Information Retrieval.. ECIR.

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(2017). Multilabel Classification on Heterogeneous Graphs with Gaussian Embeddings. European Conference on Machine Learning.

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(2017). Movie Recommender: Semantically Enriched Unified Relevance Model for Rating Prediction in Collaborative Filtering Lecture Notes in Computer Science. European Conference on Information Retrieval.

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(2017). Model Based Comparison of Discounted Cumulative Gain and Average Precision. Journal of Discrete Algorithms.

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(2017). Mining User Web Search Activity with Layered Bayesian Networks or How to Capture a Click in its Context. ACM International Conference on Web Search and Data Mining.

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(2017). Leveraging rating behavior to predict negative social ties. International Conference on Advances in Social Networks Analysis and Mining.

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(2017). Learning in Information Retrieval: a Probabilistic Differential Approach. BCS - Information Retrieval Research.

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(2017). Introduction to the special issue on Graphical Models and Information Retrieval. International Journal of Approximate Reasoning.

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(2017). Introducción a la recuperación de información.

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(2017). Interface pour l'évaluation de systèmes de recherche sur des documents XML. COnference en Recherche d’Information et Applications.

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(2017). INEX Guidelines for Topic Development.

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(2017). Handling Data Sparsity in Collaborative Filtering using Emotion and Semantic Based Features. ACM SIGIR Conference on Research and Development in Information Retrieval.

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(2017). Graph Based Method Approach to the ImageCLEF2015 Task1 - Image Annotation.

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(2017). Filtrage collaboratif et intégration de la polarité des notes.

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(2017). Filtering in XML Retrieval: a Prospective Analysis.

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(2017). Filtering documents with subspaces.

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(2017). Exploring a Multidimensional Representation of Documents and Queries (extended version).

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(2017). Exploring a Multidimensional Representation of Documents and Queries. Recherche d’Information Assistée par Ordinateur (RIAO).

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(2017). Expected Ratio of Relevant Units: A Measure for Structured Information Retrieval. INitiative for the Evaluation of XML Retrieval.

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(2017). Evaluation Metrics for Structured Text Retrieval.

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(2017). Enhancing Educational-Material Retrieval using Authored-Lesson Metadata.

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(2017). Effort Precision and Gain-recall based on a probabilistic navigation model. International Conference on the Theory of Information Retrieval.

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(2017). Efficient Document Indexing Using Pivot Tree.

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(2017). Dynamics of Genre and Domain Intents.

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(2017). Diversification Based Static Index Pruning - Application to Temporal Collections.

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(2017). Discovering a Term Taxonomy from Term Similarities Using Principal Component Analysis.

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(2017). Bayesian Networks and INEX'03.

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(2017). Bayesian networks and INEX. Initiative for the Evaluation of XML retrieval.

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(2017). Apprentissage de Modèles de Langue Neuronaux pour la Recherche d'Information.

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(2017). An Extension of Precision-Recall with User Modelling (PRUM): Application to XML Retrieval. ACM Transactions On Information Systems.

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(2017). An algebra for probabilistic XML Retrieval. Twente Data Management Workshop on XML Databases and Information Retrieval.

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(2017). A user browsing model to predict search engine click data from past observations. ACM SIGIR conference on Research and development in information retrieval.

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(2017). A User Behavior Model for Average Precision and its Generalization to Graded Judgments. ACM SIGIR Conference on Research and Development in Information Retrieval.

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(2017). A Statistical Model of Query Log Generation. International Symposium on String Processing and Information Retrieval.

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(2017). A Query Algebra for Quantum Information Retrieval.

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(2017). A Quantum-based Model for Interactive Information Retrieval. International Conference on the Theory of Information Retrieval.

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(2017). A comparison of static index pruning methods with temporal queries.

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(2017). A Bayesian Network for XML Information Retrieval: Searching and Learning with the INEX Collection. Initiative for the Evaluation of XML Retrieval.

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