Cross-Modal Retrieval in the Cooking Context

Micael Carvalho, Rémi Cadène, David Picard, +3

EngineeringMachine LearningImage RetrievalImage SearchNatural Language Processing +15

Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings

Micael Carvalho, Rémi Cadène, David Picard, +3

arXiv (Cornell University)

EngineeringMachine LearningImage RetrievalMultimodal LearningImage Search +14

User-driven system-mediated collaborative information retrieval

Laure Soulier, Chirag Shah, Lynda Tamine

Collaborative SearchEngineeringInformation RetrievalData ScienceData Mining +11

Learning Multi-Modal Word Representation Grounded in Visual Context

Éloi Zablocki, Benjamin Piwowarski, Laure Soulier, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Multimodal Word EmbeddingsEngineeringWord SemanticsMultimodal LearningSemantics +16

Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation

Clément Rebuffel, Thomas Scialom, Laure Soulier, +5

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Referenceless MetricEngineeringSemantic TechnologySemantic WebLanguage Processing +16

Social Media-Based Collaborative Information Access

Lynda Tamine, Laure Soulier, Lamjed Ben Jabeur, +4

EngineeringSocial Medium MonitoringCollaborative Information RetrievalCommunicationJournalism +18

Incorporating Visual Semantics into Sentence Representations within a Grounded Space

Patrick Bordes, Éloi Zablocki, Laure Soulier, +2

Language GroundingEngineeringSemanticsLanguage ProcessingText Mining +15

Context-Aware Zero-Shot Learning for Object Recognition

Éloi Zablocki, Patrick Bordes, Benjamin Piwowarski, +2

arXiv (Cornell University)

Few-shot LearningEngineeringMachine LearningObject CategorizationNatural Language Processing +14

What Makes Multimodal In-Context Learning Work?

Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, +2

Understanding the Impact of the Role Factor in Collaborative Information Retrieval

Lynda Tamine, Laure Soulier

Collaborative Information RetrievalExploratory SearchInformation SeekingSocial InfluenceCommunication +20