Top NLP Open Source Projects For Developers In 2020

The year 2019 was an excellent year for the developers, as almost all industry leaders open-sourced their machine learning tool kits. Open-sourcing not only help the users but also helps the tool itself as developers can contribute and add customisations…

Transformers Simplified: A Hands-On Intro To Text Classification Using Simple Transformers 

In the past few years, we have seen tremendous improvements in the ability of machines to deal with Natural Language. We saw algorithms breaking the state-of-the-art one after the other on a variety of language-specific tasks, all thanks to transformers.…

How Hike Is Using NLP-Based Stickers To Help Users Express Themselves In Indian Languages

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…

5 Latest Data Science Skills That Are On A Rise In 2019

In the ever-changing data science landscape, skillset evolves as new tools and techniques surface. Based on the trends, data scientists should focus on emerging and most in-demand skills to stay abreast of the changing needs. Although data scientists possess several…

Why Transformers Play A Crucial Role In NLP Development

Recent advances in modern Natural Language Processing (NLP) research have been dominated by the combination of Transfer Learning methods with large-scale Transformer language models. Creating these general-purpose models remains an expensive and time-consuming process restricting the use of these methods…

Amazon Voice Interoperability Initiative: Will It Enhance Conversational AI Or Challenge Privacy?

Amazon has recently come up with the Voice Intolerability Initiative — a strategy that will bring together different organisations to ensure that voice-based smart devices are created in an interoperable manner. This can be compared to an Android-like platform for…

Data-Powered Opinion Mining Is The Next Big Thing For Customer Satisfaction

Data mining is taking turns in the industry like anything, but have you ever heard of Opinion Mining? Leveraging customer opinion as quantifiable data is a concept of future to a layman but with Natural Language Processing, the world can…

How Fiction Games Are Paving The Way For Better NLU Understanding

The use of machine learning in video games to generate images and situations is almost yesterday’s news. However, using video games as a platform to improve machine learning algorithms like those of reinforcement learning is still an ongoing research. Teaching…

How Language Models Can Be Used In Real-Time Use Cases

Recent advancements in natural language processing (NLP) have touched many heights over the past few years. Pre-trained high-capacity language models such as ELMo and BERT have gained popularity in NLP.  Language modelling has been implementing in a number of applications…

Tracing The Rising Trajectory Of Voice-Based Application Market In India

Voice-based applications are gaining popularity due to increasing penetration of smart speakers and growing voice searches over smartphones. According to a recent survey, half of the internet users globally use digital voice assistants, and India leads the way with 72% adoption…

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