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Benjamin Muller

PhD student in NLP

INRIA

Interests

  • Natural Language Processing
  • Deep Learning

Education

  • PhD in Machine Learning applied to Natural Language Processing, current

    INRIA

  • MSc Data Science, 2016

    Ecole Polytechnique, ENSAE, Télécom Paris

  • BSc in Statistics, 2014

    ENSAE

Publications

  • Can multilingual language models transfer to an unseen dialect? preprint [-]
  • CamemBERT: a Tasty French Language Model, ACL 2020 [-]
  • Unsupervised Learning for Handling Code-Mixed Data: A Case Study on POS Tagging of North-African Arabizi Dialect, EurNLP 2019 [-]
  • Enhancing BERT for lexical Normalization, WNUT 2019 [-]
  • ELMoLex: Connecting ELMo and Lexicon features for Dependency Parsing, UDW 2018 [-]

Also available on Google Scholar

Teaching

2019-2020 - Instructor at ENSAE Paris, Teaching Machine Learning for Natural Language Processing

2018-2019 - Teaching assistant for Master students in Initiation to Research in Statistics at University Paris-Descartes

2014-2016 - Teaching assistant for Bachelor students in Mathematics, Prépa ECS at Lycée Ipécom, Paris

Supervision

2020 - Supervising MSc students’ research project working on Language Modeling and Sentiment Analysis for French Twitter

2019 - Supervising Matthieu Futeral-Peter (Git) on Domain Adaptation for Non-Canonical Data (6 months research internship)