Archives for NLP AI - Page 2
How Domain-Specific Pre-Training Can Outstrip General Language Models In Biomedical NLP Tasks
While it has been established that pre-training large natural language models like Google’s BERT or XLNet, can bring immense advantages in NLP tasks, these are usually trained on a general collection of texts like websites, documents, books and news. On the other hand, experts believe that pre-training models on domain-specific knowledge can provide substantial gains…
The post How Domain-Specific Pre-Training Can Outstrip General Language Models In Biomedical NLP Tasks appeared first on Analytics India Magazine.
Natural language processing (NLP) has made several remarkable breakthroughs in recent years by providing implementations for a range of applications including optical character recognition, speech recognition, text simplification, question-answering, machine translation, dialogue systems and much more. With the help of NLP, systems learn to identify spam emails, suggest medical articles or diagnosis related to a…
The post Despite The Breakthroughs, Why NLP Has Underrepresented Languages appeared first on Analytics India Magazine.
Natural language processing (NLP) is disrupting various industries, making it easier for humans to communicate with computers. But given there are more than 6900 languages in the world, it can be incredibly difficult to make NLP models for all of them. In India itself, there are different dialects of Hindi, which creates a challenge for…
The post How NLP Can Tackle The Challenge Of Multiple Languages appeared first on Analytics India Magazine.
Recently, one of the world’s leading experts in artificial intelligence and a pioneer in deep learning, Yoshua Bengio, along with his team proposed the World Scope (WS). World Scope is regarded as a lens through which the researchers tried to view the progress of natural language processing (NLP) that have been made so far. Natural…
The post Yoshua Bengio’s New Study To Track Progress In NLP- World Scope appeared first on Analytics India Magazine.
Natural language processing (NLP) portrays a vital role in the research of emerging technologies. It includes sentiment analysis, speech recognition, text classification, machine translation, question answering, among others. If you have watched any webinar or online talks of computer science pioneer Andrew NG, you will notice that he always asks AI and ML enthusiasts to…
The post 10 Must Read Technical Papers On NLP For 2020 appeared first on Analytics India Magazine.
Over the last few years, natural language processing (NLP) techniques have witnessed fast growth in quality as well as usability. Today, NLP is one of the most trending topics of research in the field of STEM. Tech giants have been researching NLP, and applying newer deep learning methods to gain a deeper understanding of the…
The post 8 Different NLP Scenarios One Can Take Up For A Project appeared first on Analytics India Magazine.
Google recently introduced a Natural Language Processing (NLP) benchmark – known as Xtreme – to encourage developments of multilingual AI models. It is a massively multilingual multi-task benchmark for evaluating cross-lingual generalization in NLP models. Building an NLP system, which not only works in English but in all 6,900+ languages, is more complicated than it…
The post Google Releases Xtreme To Induce Development of Multilingual AI Models appeared first on Analytics India Magazine.
Popular messenger service Hike has been working on various innovations within the platform. Ever since it came into existence, the platform has acquired more than 100 million users and given the company enough impetus to keep improving their product. The company’s CEO Kavin Bharti Mittal earlier this year has announced an enhanced focus on the…
The post How Hike Is Using NLP-Based Stickers To Help Users Express Themselves In Indian Languages appeared first on Analytics India Magazine.