Building a Named Entity Classification Pipeline

Introduction

Named entity recognition (NER)- is a natural language processing task that performs two actions:

  • Identification named entities in a text
  • Classification them into categories

CoNNL: Named entities are phrases that contain the names of persons, organizations and locations

Most Named Entity Recognition tasks require large amounts of labeled data for…

How to build a simple search engine dashboard with Docker, Elasticsearch, and Plotly.

In this article, I will build a full-text search functionality that allows finding relevant articles by searching for a specific word or phrase across thousands of news articles.

Prerequisites

  • Docker
  • Elasticsearch
  • Plotly

Docker

Docker is a platform that packages…

Yulia Nudelman

Data Scientist

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