Archives for NLP - Page 16
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 to a small subset of the wider NLP community. With Transformers, came a paradigm shift…
The post Why Transformers Play A Crucial Role In NLP Development appeared first on Analytics India Magazine.
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 voice devices where companies can drive innovation in the voice-based solutions irrespective of the hardware. …
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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 finally process and completely absorb customer feedback. Often data is associated with quantity-based statistics with…
The post Data-Powered Opinion Mining Is The Next big Thing For Customer Satisfaction appeared first on Analytics India Magazine.
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 an agent to complete a task or win a game to get rewards and use…
The post How Fiction Games Are Paving The Way For Better NLU Understanding appeared first on Analytics India Magazine.
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 such as machine translation, speech recognition, question answering and sentiment analysis, among others. Basically, the…
The post How Language Models Can Be Used In Real-Time Use Cases appeared first on Analytics India Magazine.
In this context of voice-based smart applications, India is serving as a major destination for voice smart assistant gadgets and services. 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…
The post Tracing The Rising Trajectory Of Voice-Based Application Market In India appeared first on Analytics India Magazine.
In the present scenario, almost every organisation regardless of its size, is reaping the benefits of conversational AI. Tier I organisations are now open-sourcing platforms for conversational AI in order to make further enhancements of the product as well as keep up with the evolving technology. Despite the fact that conversational AI is at a…
The post How Singapore-Based Startup Jumper.AI Is Using NLP To Enhance Customer Experience appeared first on Analytics India Magazine.
As the world worries about the attacks like ransomware and DDoS, there are other attacks that are gaining a lot of traction amongst the threat actors. And one such attack that has lately started to make sense is “Paraphrasing Attack”. What’s A Paraphrasing Attack? Currently, a significant number of companies are relying on artificial intelligence…
The post Paraphrasing Attacks: It’s Time To Take Another Look At AI Algorithms For Text-Based Content appeared first on Analytics India Magazine.
Facebook has been doing a lot in the field of natural language processing (NLP). The tech giant has achieved remarkable breakthroughs in natural language understanding and language translation in recent years. Now researchers at Facebook are implementing semi-supervised and self-supervised learning techniques to leverage unlabelled data which helps in improving the performance of the machine…
The post Facebook Introduces New Model For Word Embeddings Which Are Resilient To Misspellings appeared first on Analytics India Magazine.
Conversational AI has been a major area for innovation, as it serves as a bridge between the machine and human interaction. It plays an important role in the digital transformation for organisations. The demand for conversational AI is increasing as people are embracing these evolving technologies. Regardless of the size, both large and small organisations…
The post How Conversational AI Is Changing The Face Of Modern B2C Communication appeared first on Analytics India Magazine.