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ExpertAISearch results for 'Explainable '

The Case for Symbolic AI in NLP Models

The promise of AI is, in some ways, already a reality. Thanks to natural language processing (NLP) we can successfully analyze language-based data and effectively communicate with virtual assistant machines. But these achievements often come at a high cost and require significant amounts of data, time and processing resources when driven by machine learning. Not … Continued

Anti-Money Laundering Procedures & AI: The Perfect Match

Money laundering is legally defined as transferring illegally obtained money through legitimate people or accounts so that its original source cannot be traced. The International Monetary Fund (IMF) estimated in December, 2018 the criminal proceeds laundered annually between 2 and 5 percent of global GDP, or $1.6 to $4 trillion a year. The profits of … Continued

How to Remove Pigeonholing from Your Classification Process

If there is a single task that best represents natural language processing (NLP) problems, it is document classification. Generations of NLP techniques were first tested on this problem, including simple algorithms (e.g., Bayes classifiers and K-Nearest Neighbor), machine learning, neural networks and recent advanced deep learning models. Today, it remains a test field for most … Continued

How We Built a Better Solution to the Misinformation Epidemic

  This work was conducted in the context of project Co-inform, funded by the EU under grant 770302. Further information, including details on the architecture, implementation, and experimental results can be found in our paper Linked Credibility Reviews for Explainable Misinformation Detection, which was awarded Best Research Paper at the International Semantic Web Conference, held in November 2020. Both our ISWC 2020 talk and a … Continued

Do You Trust Your AI Algorithm?

The growth of artificial intelligence is incredible to watch. We have seen adoption in nearly every industry vertical to applications and systems we never thought possible. But while the AI possibilities grow by the day, our trust in them has stagnated. Given how pervasive AI has become, many consumers simply take it for granted. As … Continued

Two New Ways to Further Integrate NL into Your AI System

There are endless opportunities for you to impart artificial intelligence into your business processes. However, it can be difficult to bring those opportunities to life without the right technology on hand. AI is essential to the present and future of your organization, so we have made it our mission to make our natural language technology … Continued

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