Master the latest technologies
To become a reference in AI and a leader in Smart Automation
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 consequent investments: we invest more than ¼ of our turnover in research.
Novelis Research Lab
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 a quarter 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.
Our scientific publications
Text2SQLNet: Syntax Type-Aware Tree Networks for Text-to-SQL
Discover our conference paper Text2SQLNet: Syntax Type-Aware Tree Networks for Text-to-SQL&nbs...
SQL Generation from Natural Language Using Supervised Learning and Recurrent Neural Networks
Discover our conference paper SQL Generation from Natural Language Using Supervised Learning a...
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...
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...
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 ...
JaCoText: A Pretrained Model for Java Code-Text Generation
Discover our article on JaCoText: A Pretrained Model for Java Code-Text Generation published i...
A comprehensive review of State-of-The-Art methods for Java code generation from Natural Language Text
Discover our scientific publication "A comprehensive review of State-of-The-Art methods for Java co...
GPT-3.5 vs GPT-4: Evaluating ChatGPT’s Reasoning Performance in Zero-shot Learning
Discover the first version of our scientific publication "GPT-3.5 vs GPT-4: Evaluating ChatGPT's Re...
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