Blogposts

Paper Review: SpERT Span-based Joint Entity and Relation Extraction with Transformer Pre-training

23 May 2020

My review of the paper SpERT Span-based Joint Entity and Relation Extraction with Transformer Pre-training.

Paper Review: Transformer Reasoning Network for Image-Text Matching and Retrieval

17 May 2020

My review of the paper Transformer Reasoning Network for Image-Text Matching and Retrieval.

Paper Review: Named Entity Recognition without Labelled Data A Weak Supervision Approach

10 May 2020

My review of the paper Named Entity Recognition without Labelled Data A Weak Supervision Approach.

A story of my first gold medal in one Kaggle competition: things done and lessons learned

01 September 2019

Or a story about a great team

Approaches to sentimental analysis on a small imbalanced dataset without Deep Learning

09 August 2019

Let’s make logreg great again!

A long-term Data Science roadmap which WON’T help you become an expert in only several months

02 December 2018

Some thoughts on becoming a data scientist. It isn’t easy or fast and requires a lot of efforts, but if you are interested in data science, it is worth it.