In recent years, word embeddings have become the de facto input layer for virtually all AI-based NLP tasks. While they have undoubtedly allowed text-based AI to advance significantly, not much effort has gone towards examining the limitations of using them in...
Almost three years after Apple launched its well-known voice assistant Siri for the Arabic language, there is still room for further improvement. Siri can currently understand more than 20 languages and dialects; but, when it comes to Arabic, its abilities are not...
Increasing bot accuracy has never been so easy. How? Generating artificial training data, not manually, but using auto-generated query variations. We have benchmarked Rasa and other platforms, and their accuracy comes up to a 93% thanks to Bitext artificial training...
The well-known Rasa chatbot-building platform is gaining weight day after day. But, in all platforms, chatbots are as good as their training material. Rasa, as other chatbot platforms, still relies on manually written, selected and tagged query datasets. This is a...
Talking, expressing ourselves through words, using speech to exchange information is something that comes natural to humans. Then why don’t we just talk with goods and service providers on the internet, instead of using all kinds of user interfaces, buttons and...
In the last years, the size of available data and information collections is growing exponentially, and this makes it necessary to adapt the tools we use so we can access information more efficiently. Information retrieval methods have been developed and enhanced to...
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