Easy grammar error detection & correction with Machine Learning
Machine learning in general and deep learning in particular has boosted Natural Language Processing. A variety of models has allowed...
Tag: transformers
Easy Chatbot with DialoGPT, Machine Learning and HuggingFace Transformers
These past few years, machine learning has boosted the field of Natural Language Processing via Transformers. Whether it’s Natural Language...
Easy Table Parsing with TAPAS, Machine Learning and HuggingFace Transformers
Big documents often contain quite a few tables. Tables are useful: they can provide a structured overview of data that...
The TAPAS Transformer: Table Parsing with BERT
TAPAS (Table Parser) is a weakly supervised Transformer-based question answering model that reasons over tables without generating logical forms. Instead,...
Easy Causal Language Modeling with Machine Learning and HuggingFace Transformers
Machine Learning in NLP is making a lot of progress. It can be used for many language tasks, primarily thanks...
Easy Masked Language Modeling with Machine Learning and HuggingFace Transformers
Masked Language Modeling (MLM) is a language task very common in Transformer architectures today. It involves masking part of the...
What is ConvBERT and how does it work?
Convolutional BERT (ConvBERT) improves the original BERT by replacing some Multi-headed Self-attention segments with cheaper and naturally local operations, so-called...
Easy Speech Recognition with Machine Learning and HuggingFace Transformers
Transformer architectures have gained a lot of attention in the field of Natural Language Processing. Ever since the original Transformer...
Easy Machine Translation with Machine Learning and HuggingFace Transformers
Transformers have significantly changed the way in which Natural Language Processing tasks can be performed. This architecture, which trumps the...
What is the BART Transformer in NLP?
The Bidirectional and Auto-Regressive Transformer or BART is a Transformer that combines the Bidirectional Encoder (i.e. BERT like) with an...
