Archives for NLP - Page 17
Computer and human interaction are one of the crucial reasons for the rapid evolution of emerging technologies. In this domain, artificial intelligence and natural language processing (NLP) is helping to bridge the gap between all these tasks. There has been considerable research into systems that mine images or other visual backgrounds and are able to…
The post Meet ViLBERT, The Task-Agnostic Model Inspired From BERT For Vision Grounding appeared first on Analytics India Magazine.
Going beyond simple tasks like playing a song or booking an appointment requires generating coherent and engaging responses in conversations requires a range of nuanced conversational skills, including language understanding and reasoning. If AI has to master the art of conversation at human level, then it has an uphill task ahead and Facebook AI lists…
The post What Does It Take To Design The Next Generation Chatbots appeared first on Analytics India Magazine.
Human conversations consists of metaphors, analogies, allegories and synonyms along with cultural references. To get a sense of what a sentence means is a daunting task for the machines. In other words ‘ambiguous’. Word Sense Disambiguation (WSD) was first formulated into as a distinct computational task during the early days of machine translation in the…
The post IISc Bangalore’s AI Team Comes Up With A Solution To An Old NLP Problem appeared first on Analytics India Magazine.
ACL is the premier conference in the field of computational linguistics, covering a broad spectrum of diverse research areas that are concerned with computational approaches to natural language. The 57th Annual Meeting of the Association for Computational Linguistics (ACL) is being held in Florence (Italy) at the ‘Fortezza da Basso‘. Today is the last day…
The post 6 Top NLP Papers From ACL 2019 You Should Read appeared first on Analytics India Magazine.
Efforts have been made over the past decade to teach artificial intelligence to beat humans at almost every game that involves strategy. All AI breakthroughs in previous benchmark games, be it checkers, chess, Go, 2 player poker, StarCraft 2 or Dota 2, AI was successful because it attempted to estimate widely popular strategy: Nash equilibrium. Chess…
The post How Chess Has Become The Test Bed For AI Researchers appeared first on Analytics India Magazine.
Machine learning models which are deployed for vision and in natural language processing (NLP) tasks usually have more than one billion parameters. This allows for better results as the model generalises over a large wide range of parameters. Pre-trained language representations such as ELMo, OpenAI GPT, BERT, ERNIE 1.0 and XLNet have been proven to…
The post BAIDU’s ERNIE 2.0 Gets NLP Top Honours, Eclipses BERT & XLNet appeared first on Analytics India Magazine.
Machine learning models which are deployed for vision and in natural language processing (NLP) tasks usually have more than one billion parameters. This allows for better results as the model generalises over a large wide range of parameters. Pre-trained language representations such as ELMo, OpenAI GPT, BERT, ERNIE 1.0 and XLNet have been proven to…
The post BAIDU’s ERNIE 2.0 Gets NLP Top Honours, Eclipses BERT & XLNet appeared first on Analytics India Magazine.
Most of the modern day NLP applications are deployed for chatbots, which is a conversational task involving questions which require mostly one word answers. This makes open-domain question answering (QA) a crucial benchmarking task in natural language understanding (NLU). AI researchers and linguists have been collaborating to figure out a way to supplement the pursuit…
The post Filling The Fluency Gap With Long-Form Question Answering Models appeared first on Analytics India Magazine.
Regardless of its size, almost every organisation is adopting chatbots for solving customer issues with seamless human-computer interaction. The user experience between a bot several years ago and a bot currently deployed is totally different. With the ever-evolving technology, the bot has become more user-centric as well as user-friendly in the present scenario. It has…
The post 6 Points To Keep In Mind While Building A Chatbot appeared first on Analytics India Magazine.
Natural Language Processing (NLP) is one of the most popular domains in machine learning. It is a collection of methods to make the machine learn and understand the language of humans. The wide adoption of its applications has made it a hot skill amongst top companies. Here are a few frequently-used NLP frameworks that can…
The post 7 Most Popular NLP Frameworks In Machine Learning appeared first on Analytics India Magazine.