Deep learning

Legal aiAi and society

Insolvency Bot: legal NLP

Insolvency Bot A bot leveraging LLMs to answer questions about English insolvency law, using Retrieval Augmented Generation (RAG). You can read more in our accompanying blog post.

NLP on under-resourced languages
MultilingualAi and society

NLP on under-resourced languages

Image from: harmonydata.ac.uk “Thinking too much” I have been working on the development of Harmony, a tool to help psychology researchers harmonise questionnaire items in plain text across languages so that they can combine datasets from disparate sources.

Legal chatbot using natural language processing to answer corporate insolvency questions
Legal aiAi and society

Legal chatbot using natural language processing to answer corporate insolvency questions

Insolvency bot, taking into account some statute law and some forms and some case law We have developed a bot using natural language processing to demonstrate the power of legal NLP.

Upcoming Dash in Action webinar on 7 June!
Ai and societyData science

Upcoming Dash in Action webinar on 7 June!

On 7 June, 2023, at 6pm UK time (1pm EDT), we will be presenting in the webinar Dash in Action: Image Processing, Forecasting, NLP.

Clinical Trial Risk Tool wins Plotly Dash challenge!
Ai and societyData science

Clinical Trial Risk Tool wins Plotly Dash challenge!

We’re proud to announce that the Clinical Trial Risk Tool has been selected as a winner of the Plotly Dash Example Apps Challenge (2023), out of 25 amazing apps submitted by the community!

How do neural networks learn?
Data scienceDeep learning

How do neural networks learn?

What are artificial neural networks and how do they learn? What do we use them for? What are some examples of artificial neural networks?

How can we assess the risk of a clinical trial using AI?
Ai and societyData science

How can we assess the risk of a clinical trial using AI?

We designed the Clinical Trial Risk Tool, a clinical trial risk assessment tool using AI and NLP to quantify the risk of a trial ending uninformatively.

Deep Learning: Who is Really in Control?
Ai and societyData science

Deep Learning: Who is Really in Control?

How does Deep Learning work and are we really still in control? Deep Learning models are evolving, as are we Your mobile phone receives an alert.

Generative Adversarial Networks Made Easy
Ai and societyComputer vision

Generative Adversarial Networks Made Easy

Would you hire or date this person? There’s a catch: she doesn’t exist! I generated the image in a few seconds using the software StyleGAN.

Natural language processing is changing these 5 industries
Ai and societyData science

Natural language processing is changing these 5 industries

What is Natural Language Processing? Natural Language Processing (NLP) is the area of artificial intelligence dealing with human language and speech.

Building explainable machine learning models
Computer visionData science

Building explainable machine learning models

How we explain how a neural network can recognise an image? Sometimes as data scientists we will encounter cases where we need to build a machine learning model that should not be a black box, but which should make transparent decisions that humans can understand.

The future of chatbots?
Data scienceDeep learning

The future of chatbots?

You may have seen the news about Facebook’s new futuristic chatbot trained for empathy on 1.5 billion Reddit posts. You might be wondering, how it is possible to make a computer program converse with humans in a natural way?

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