Archives for BigBird
02
Sep
New Transformer Variants Keep Flooding The Market, Here’s One From Microsoft Called Fastformer
The dataset used to carry out the experiment include Amazon, IMDB, CNN/DailyMail, and PubMed.
The post New Transformer Variants Keep Flooding The Market, Here’s One From Microsoft Called Fastformer appeared first on Analytics India Magazine.
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.