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Pre-train ELECTRA for Spanish from Scratch

7 minute read


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


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


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


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....

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