Maâli MnasriinOplaTransformers made easy: architecture and data flowDear Transformers fans, sorry but here, we’re not talking about the cartoon series either the movies. However, the transformers we’re…Oct 29, 20191Oct 29, 20191
Maâli MnasriinOplaAn Extrinsic Evaluation of Data Augmentation for NLP: Intents Classification case studyApplying AI algorithms to small data has always been one of our major interests at Opla and Data Augmentation is among the key solutions…Jul 31, 2019Jul 31, 2019
Maâli MnasriinOplaConducting Scientific Research in companies: A new workflow modelAs an innovative company specialized in chatbot builders, we continuously conduct researches related to NLP and AI. Originally, research…Jun 18, 2019Jun 18, 2019
Maâli MnasriinOplaHow 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…May 20, 2019May 20, 2019
Maâli MnasriinOplaChatbots approaches battle (Part 1) : Sequence-to-Sequence VS Reinforcement LearningWe have been working recently on a paper that addresses the most recent approaches for chatbots building to draw an overview of the…Mar 29, 2019Mar 29, 2019
Maâli MnasriinOplaText 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…Jan 18, 20192Jan 18, 20192
Maâli MnasriinOplaSmall Data is Big in AI : Train-spotting at France is AIThe third edition of France Is AI, major meeting of the French ecosystem of artificial intelligence, was held at Station F Paris on…Oct 24, 2018Oct 24, 2018
