We have put a lot of work into creating content to guide our users on their NLP journey: non-technical intros, technical explanations, demos, video tutorials, thought leadership pieces, customer stories, and more. Here's a repository of all our NLP content to date, to make it easier for you to find what you need. Enjoy!
Our NLP content collection
02/ Product updates
Product development /
Get ready for our pre-trained BERT
We’ve taken the next step in enabling our users to have full-scale language model capabilities available at their fingertips by releasing BERT on the Peltarion Platform.
Product development /
Multilingual BERT on the Peltarion Platform
AI has come a long way in understanding natural language in a very human way. However, up until recently, many of these AI possibilities were limited to text written in English, but not anymore!
03/ Customer stories
Customer stories /
Creating smart market research surveys with AI
Asking questions could be a really simple task, but knowing how to professionally build up a survey with the “right” questions is a whole scientific field of its own. Read about how we partnered with IPSOS to systematize the process of finding new alternatives for questions with help of AI.
Customer story /
Speeding up the RFP process using data from past bids
Most people working in services or customised systems will recognise the term RFP (or Request for Proposal). Whether it is associated with exciting projects or repetitive bid-writing processes will vary, but most will agree that making it more effective would be a welcome development.
04/ Demos & Tutorials
Tutorial /
Movie review feelings
Solve a text classification problem using BERT by sorting movie reviews into either positive or negative sentiment – i.e., how a user or customer feels about the movie.
Video /
Classify customer complaints
Learn how to build an app for detecting sentiment and urgency of your customer's support tickets, with the Peltarion Platform and Power Apps.
Product development /
The first time I tried coding, I built an AI model
A few thoughts on how far the no-code (or “low-code”) movement has come. We can now extend the ability to “explore-by-doing” to people outside the coding community, even with AI.
Applied AI & AI in business /
Create applications that can analyze text written in over 100 languages
We recently launched Multilingual BERT, but what does it do and why should you care? We will try to answer these questions with a simple demo and give you some ideas on how you can apply the model to your own domain.
05/ Non-technical intros
Applied AI & AI in business /
Making sense of NLP
This is part one of our non-technical introduction to NLP, or Natural Language Processing. Get the basics of what the technology does, how it does it, and why it matters.
Applied AI & AI in business /
Where can I use NLP?
In this article, we've put together some sample applications of Natural Language Processing that you can draw inspiration from to find applications in your own business that can impact your bottom line.
06/ Thought leadership
Data science /
A year in review: NLP in 2019
"NLP is one of the hottest trends in AI right now and all the scientific advances from 2019 will result in an increasing number of industrial NLP applications in 2020." Read more about our Head of Research's thoughts about NLP.
Data science /
Breaking barriers with multilingual NLP
Wouldn't it be great if we could fit several languages inside a single NLP model? We investigated the power of multilingual NLP models, and their potential to generalize across languages.
Data science /
A deep dive into multilingual NLP models
Deep learning has revolutionized NLP, however, most of the work has been focused on English. Industry and researchers are now trying to catch up, training models in German, Dutch, and Swedish, just to name a few. Is this the right way to go?
Data science /
A Language agnostic model that can handle surf lingo
Translation of everyday phrases has come along way, but as soon as you step into a niche use of language, specific to a certain industry or expertise, it gets much trickier. Let's see what deep learning can do for language.
07/ Technical explanations
Data science /
3D representation of a transformer (BERT)
Do you need a clear 3D representation of a transformer (BERT)? Here you have one.
Data science /
Self-attention step-by-step video
Most of the attention mechanism at the core of many transformer models like BERT relies on just a few basic vector operations. Let’s see how it works.
08/ Videos
Video /
What is BERT? (Video)
There’s much buzz in the AI-community about the natural language model, BERT. In this video, we explain what BERT is and how to use it.
Video /
Classify customer complaints
Learn how to build an app for detecting sentiment and urgency of your customer's support tickets, with the Peltarion Platform and Power Apps.
Video /
How NLP and BERT will change the language game
Watch this webinar if you want to learn how BERT will power a new wave of language-based applications, from sentiment analysis to automatic text summarization to similarity assessment and more.
Video /
Operational AI in action – NLP in finance
This webinar introduces Natural Language Processing (NLP) and demonstrates where NLP can benefit the finance sector through case studies applied to bond prospectuses, CEO earnings calls and even unemployment.
09/ Collaborations
Language models for Swedish authorities
This project develops state-of-the-art Swedish language models and applies them to a number of NLP tasks relevant for Swedish authorities.
Swedish Medical Language Data Lab
The project has a clear user focus and goal to develop language models as well as technical, legal and ethical processes that enable the sharing of sensitive training data for AI solutions in the life science sector.