Sitemap

A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Fine-tuning BERT for Sentiment Analysis

Published:

One of the most biggest milestones in the evolution of NLP recently is the release of Google’s BERT, which is described as the beginning of a new era in NLP....

Extractive Summarization with BERT

Published:

In an effort to make BERTSUM lighter and faster for low-resource devices, I fine-tuned DistilBERT and MobileBERT, two lite versions of BERT on CNN/DailyMail ...

Pre-train ELECTRA for Spanish from Scratch

Published:

ELECTRA is another member of the Transformer pre-training method family, whose previous members such as BERT, GPT-2, RoBERTa have achieved many state-of-the-...

Posts

Pre-train ELECTRA for Spanish from Scratch

7 minute read

Published:

ELECTRA is another member of the Transformer pre-training method family, whose previous members such as BERT, GPT-2, RoBERTa have achieved many state-of-the-...

Extractive Summarization with BERT

6 minute read

Published:

In an effort to make BERTSUM lighter and faster for low-resource devices, I fine-tuned DistilBERT and MobileBERT, two lite versions of BERT on CNN/DailyMail ...

Named Entity Recognition with Transformers

10 minute read

Published:

In this blog post, to really leverage the power of transformer models, we will fine-tune SpanBERTa for a named-entity recognition task.

Fine-tuning BERT for Sentiment Analysis

30 minute read

Published:

One of the most biggest milestones in the evolution of NLP recently is the release of Google’s BERT, which is described as the beginning of a new era in NLP....

resources

Reading List

2 minute read

My reading list of research papers, articles, books and authors in AI.

Tools

3 minute read

My most frequently-used tools in Machine Learning projects.