Archives for nlp benchmark by Google
Google transformer-based models like BERTshowcased immense success with NLP tasks; however, came with a significant limitation of quadratic dependency in-memory storage for the sequence length. A lot of this could be attributed to its full attention mechanism for sequence lengths. Such a self-attention mechanism can create several challenges for processing longer text sequences. Thus to…
The post BigBird – Google’s ‘Brahmastra’ For NLP Supremacy? appeared first on Analytics India Magazine.
Google recently introduced a Natural Language Processing (NLP) benchmark – known as Xtreme – to encourage developments of multilingual AI models. It is a massively multilingual multi-task benchmark for evaluating cross-lingual generalization in NLP models. Building an NLP system, which not only works in English but in all 6,900+ languages, is more complicated than it…
The post Google Releases Xtreme To Induce Development of Multilingual AI Models appeared first on Analytics India Magazine.