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Internship - NLP

Stage(5 mois)
Neuilly-sur-Seine
Salaire : 1,5K à 2K € par mois
Début : 01 janvier 2023
Télétravail fréquent
Éducation : Bac +4

Reverso
Reverso

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Le poste

Descriptif du poste

Do you want your AI research work to impact real data-driven projects ?
And help 80 million active users to communicate more efficiently and precisely in all languages ?

Reverso is seeking an intern to join the company as an NLP Intern.

Your role will be to work on various projects to improve Reverso tools including neural-based grammatical correction and paraphrasing. The objectives are rich and diverse, from optimizing the actual models to the research of novel SOTA approaches.

Some hints are :

  • Creation of complete datasets to enhance the fine-tuning of the models.
  • Implementation of prefix back-translation to boost the quality and diversity of the generated outputs.
  • Investigate GPT and other LLMs to transpose the ideas to the Reverso tools.
  • Research novel penalty scoring and sampling in beam search.
  • Tuning, performance measurement and architecture improvement

Profil recherché

• Master’s degree in Physics, Applied Mathematics or Computer Science / Third year of engineering school
• English : fluent
• Proficiency in Python (Java appreciated, C++ and C# is a plus)
• Ideally strong skills in natural language processing, machine learning and optimization
• Experience in Pytorch and Tensorflow
• Familiar with Linux/Unix & Experience with Docker is a plus
• Knowledge in OpenNMT, CTranslate2, GPT, Fairseq & Marian is a plus
• Ability to work independently and strong problem-solving capability

Starting date and duration : from January 2023/ March 2023/ April 2023 for 5 months and +.


Déroulement des entretiens

HR interview
Interview with potential direct supervisor
Written case study to complete at home
Interview with another senior team member

• Offices in Paris 16/ Neuilly with a friendly co-working environmen
• Flexible working environment
• Company with a purpose : help millions of users understand, speak and write better in many languages
• International environment
• Gap year accepted

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