We write a lot about open problems in Natural Language Processing. We complain a lot when working on NLP projects. We pick on inaccuracies and blatant errors of different models. But what we need to admit is that NLP has already changed and new models have solved the problems that may still linger in our memory. One of such drastic developments is the launch of Google's … [Read more...] about Google’s BERT changing the NLP Landscape
natural language programming
Neural Machine Translation
For centuries people have been dreaming of easier communication with foreigners. The idea to teach computers to translate human languages is probably as old as computers themselves. The first attempts to build such technology go back to the 1950s. However, the first decade of research failed to produce satisfactory results, and the idea of machine translation was forgotten … [Read more...] about Neural Machine Translation
NLP for Low-Resource Settings
Natural language processing (NLP) is a field of Artificial Intelligence that tries to establish human-like communication with computers. Although it can boast significant success, computers still struggle with comprehending many facets of language, such as pragmatics, that are difficult to characterize formally. Moreover, most of the success is achieved for popular languages … [Read more...] about NLP for Low-Resource Settings
4 Business Applications of Natural Language Processing
The future of tomorrow belongs to NLP. The business market has grown to such an extent where it now needs to analyze and understand customer behavior, preferences, as well as their mood. Had it not been for natural language processing businesses owners were likely to remain incompetent in handling and extracting valuable insights from texts. Due to the rise of machine learning … [Read more...] about 4 Business Applications of Natural Language Processing
Intelligent Reporting – How Big Data and AI Are Changing the Way We Create and Analyze Reports
Artificial intelligence is becoming the number one platform for decision-making processes. According to a report published by Deloitte, the main connection between making a decision on all business levels, and utilizing AI, lies in a partnership “ humans having the final say on defining questions, issues, and answers while AI analyzing large volumes of data to provide a … [Read more...] about Intelligent Reporting – How Big Data and AI Are Changing the Way We Create and Analyze Reports
