• Votre sélection est vide.

    Enregistrez les diplômes, parcours ou enseignements de votre choix.

    UE Natural Language Processing & Information Retrieval

    • Niveau d'étude

      Bac +5

    • ECTS

      6 crédits

    • Crédits ECTS Echange

      6.0

    • Composante

      UFR IM2AG (informatique, mathématiques et mathématiques appliquées)

    • Période de l'année

      Automne (sept. à dec./janv.)

    Description

    The automatic processing of languages, whether written or spoken, has always been an essential part of artificial intelligence. This domain has encouraged the emergence of new uses thanks to the arrival in the industrial field of many technologies from research (spell-checkers, speech synthesis, speech recognition, machine translation, …). In this course, we present the most recent advances and challenges for research. We will discuss discourse analysis whether written or spoken, text clarification, automatic speech transcription and automatic translation, in particular recent advances with neural models.

    Information access and retrieval is now ubiquitous in everyday life through search engines, recommendation systems, or technological and commercial surveillance, in many application domains either general or specific like health for instance. In this course, we will cover Information retrieval basics, information retrieval evaluation, models for information retrieval, medical information retrieval, and deep learning for multimedia indexing and retrieval

    Lire plus

    Heures d'enseignement

    • CMCM36h

    Pré-requis recommandés

    Basic knowledge in linear algebra, differential calculus and probabilities

    Lire plus

    Période

    Semestre 9