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Transformers made easy: architecture and data flow
Transformers made easy: architecture and data flow
Dear Transformers fans, sorry but here, we’re not talking about the cartoon series either the movies. However, the transformers we’re…
Maâli Mnasri
Oct 29, 2019
An Extrinsic Evaluation of Data Augmentation for NLP: Intents Classification case study
An Extrinsic Evaluation of Data Augmentation for NLP: Intents Classification case study
Applying AI algorithms to small data has always been one of our major interests at Opla and Data Augmentation is among the key solutions…
Maâli Mnasri
Jul 31, 2019
Conducting Scientific Research in companies: A new workflow model
Conducting Scientific Research in companies: A new workflow model
As an innovative company specialized in chatbot builders, we continuously conduct researches related to NLP and AI. Originally, research…
Maâli Mnasri
Jun 18, 2019
How to train word embeddings using small datasets?
How to train word embeddings using small datasets?
Word embeddings are words representation in a low dimensional vector space learned from a large text corpus according to a predictive…
Maâli Mnasri
May 19, 2019
Chatbots approaches battle (Part 1) : Sequence-to-Sequence VS Reinforcement Learning
Chatbots approaches battle (Part 1) : Sequence-to-Sequence VS Reinforcement Learning
We have been working recently on a paper that addresses the most recent approaches for chatbots building to draw an overview of the…
Maâli Mnasri
Mar 29, 2019
Text augmentation for Machine Learning tasks: How to grow your text dataset for classification?
Text augmentation for Machine Learning tasks: How to grow your text dataset for classification?
Text classification is the task of tagging automatically text segments with predefined categories. It is a supervised process that learns…
Maâli Mnasri
Jan 18, 2019
Small Data is Big in AI : Train-spotting at France is AI
Small Data is Big in AI : Train-spotting at France is AI
The third edition of France Is AI, major meeting of the French ecosystem of artificial intelligence, was held at Station F Paris on…
Maâli Mnasri
Oct 24, 2018
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