Understanding that typos can be one of the reasons why Ebbot cannot give the right response, our NLP team at Hello Ebbot decided to develop a new feature to autocorrect spelling mistakes, specifically for Swedish language! Our spellcheck corrector not only considers context to provide better correction, but also has fast performance.
After one month of preparing the dataset and training, we proudly present to you a T5 (Text-To-Text Transfer Transfromer) based model that paraphrases any questions in the Swedish language. By learning from paraphrased questions by the Swedish T5, we are no longer limited to just the topics in our current questions database.
Are you wondering if it is safe to share your information with Ebbot? Well, you can put your mind at ease now as we reassure you that with Hello Ebbot’s special dishwasher, your personal data is completely secure! How does this dishwasher work and how did we make it possible, you may ask? Please keep reading and we will answer all your questions 👀
Do you know that not every sentence is useful for the learning process? There is information that we do not want Ebbot to memorize, such as phone numbers, emails and spam messages. That is why we decided to build a Machine Learning (ML) model to classify messages as spam or not spam to filter out unnecessary data.