Author: Khushboo Gupta

Khushboo Gupta
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Khushboo Gupta is a consulting intern at MarktechPost. She is currently pursuing her B.Tech from the Indian Institute of Technology(IIT), Goa. She is passionate about the fields of Machine Learning, Natural Language Processing and Web Development. She enjoys learning more about the technical field by participating in several challenges.

Salesforce AI Introduces ‘BotSIM,’ a Data-Efficient End-to-End Bot SIMulation Toolkit for the Evaluation, Diagnosis, and Improvement of Commercial Task-Oriented Dialogue Systems

AI Paper Summary
When trying to make an online hotel reservation or online purchase, a customer will likely come in contact with chatbots on a business website....

Meet Hailo-8™: An AI Processor That Uses Computer Vision For Multi-Camera Multi-Person Re-Identification

AI Shorts
Multi-person re-identification is an important aspect of today's video surveillance systems. This process allows the user to identify individuals across multiple video streams, which...

This AI Method from MIT and IBM Research Improves the Training and Inference Performance of Deep Learning Models on Large Graphs

AI Paper Summary
Graphs, an abstract, non-linear data type, are frequently employed to illustrate links between different types of data, such as social media connections, hierarchies, financial...

MIT Researchers Used A Powerful Deep Learning Model To Extract Important Data From Electronic Health Records That Could Assist With Personalized Medicine

AI Paper Summary
Since the last few years, the clinical NLP community has worked incredibly hard to extract crucial variables hidden in digital records. This idea of...

Researchers at Allen Institute for AI Built a System Called DREAM-FLUTE to Explore Machine Learning ‘Mental Models’ for Figurative Language

AI Paper Summary
A particular human tendency is a desire to comprehend the complex world around them and to communicate that understanding to others. This is why...

Salesforce AI Introduces an Automated Method for Evaluating the Quality of Artificial Intelligence-Generated Text by Repurposing Prior Human Evaluation Data

AI Paper Summary
The growth of over 100 remarkable language translation models and other advances linked to book summarizing or collaborative creative writing highlight recent advancements in...

Google AmbiML Open-Sources ‘KataOS,’ A Secure Operating System For Embedded Machine Learning Hardware

AI Shorts
Due to recent technological breakthroughs, the number of always-on or ambient smart gadgets has proliferated in recent years. However, such technical developments also prompt...

Meet CICERO: An Artificial Intelligence (AI) Agent That Plays At A Human Level In Diplomacy

AI Governance
From Deep Blue's victory over chess grandmaster Garry Kasparov to AlphaGo being the first computer program to defeat a Go World Champion, unbeatable superhuman...

Google AI Introduces a Novel MoE Routing Algorithm Called Expert Choice (EC) That can Achieve Optimal Load Balancing in an MoE System While Allowing...

AI Paper Summary
The number of model parameters in the network significantly influences a neural network's ability to process information. Recent academic work has largely focused on...

Amazon AI Researchers Propose A New Machine Learning Framework Called ‘GRAVL-BERT’: A BERT-Based Graphical Visual-Linguistic Representations For Multimodal Coreference Resolution

AI Paper Summary
The use of multimodal data for AI training has gained popularity, particularly in recent years. The popularity of voice-activated screen devices like the Amazon...

Alibaba Cloud Launches ‘ModelScope,’ An Open-Source Model-as-a-Service (MaaS) Platform that Comes with Hundreds of Artificial Intelligence (AI) Models

AI Shorts
The Chinese technology conglomerate Alibaba Group's subsidiary, Alibaba Cloud, serves as its technology and intelligence backbone. Founded in 2009, Alibaba Cloud aims to offer...

Latest Artificial Intelligence (AI) Research Proposes the ‘MrsFormer,’ a Class of Efficient Transformers that Calculates the Approximation of the Attention Heads at Different Scales...

AI Paper Summary
With current technological advancements, the norm in computer vision and natural language processing research is transformer-based models. Transformer designs have shown exceptional performance increases...
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