NOVELIS RESEARCH LAB
Our ambition: Surpassing the state of the art in AI and NLP
We invest more than 25% of our revenue in research
At Novelis, we are committed to using new technologies as tools to better serve our clients' business challenges and thus better support them in their transformation.
To meet these needs, we have set up an ambitious laboratory in terms of research and development with substantial investments: we invest more than 25% of our turnover in research.
This R&D laboratory is housed at the École Polytechnique and benefits from the school's scientific ecosystem. A dozen PhD researchers work there on a daily basis on fundamental and experimental research on AI: machine learning, image processing and NLP.
El Hassane Ettifouri
Partner & Director of Innovation
We wish to have a foothold in the future and participate in the building of this future by investing in scientific research and the development of tomorrow's technologies. Innovation is an integral part of Novelis' DNA.
Scientific publications
ACM - Impact of robotic process automation in supply chain: A model for task selection
Robotic process automation (RPA) is one of the most emerging technology areas of the last decade. A...SQL Generation from Natural Language: A Seq2Seq Model – Transformers Architecture
Novelis technical experts have once again achieved a new state-of-the-art in science. Discover our ...Artificial Neural Networks for Text-to-SQL Task: State of the Art
Discover our conference paper Artificial Neural Networks for Text-to-SQL Task: State of the Ar...NL2Code: A Corpus and Semantic Parser for Natural Language to Code
Discover our conference paper NL2Code: A Corpus and Semantic Parser for Natural Language to Co...Our visions
AIDA (Artificial Intelligence for Development Assistant)
Our teams have set up a research program called "SmartProgramming" to design and implement artificial developers. The goal is to simplify IT development, overcome technological limitations and constraints, and eliminate repetitive work.
OWD (Object Word Detection)
A solution to detect words and objects in a video (NLP, Machine Learning, Speech Analytics, Machine vision,...). It also allows to list all the moments (in sequence / second) where words are quoted and to indicate when a specific object appears in a video (car, lamp, etc.) or all the sequences where the object in question appears.
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