Author: Khushboo Gupta

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.

With Just ~20 Lines of Python Code, You can Do ‘Retrieval Augmented GPT Based QA’ Using This Open Source Repository Called PrimeQA

AI Paper Summary
Over the past few years, researchers have developed a keen interest in Question Answering (QA) related tasks when it comes to research in Natural...

Meet RECITE: A New Paradigm To Help Large Language Models (LLMs) Generate More Accurate Factual Knowledge Without Retrieving From An External Corpus

AI Paper Summary
In-context learning is a natural language paradigm that demonstrates the ability of pre-trained models to pick up new behaviors using only a small number...

A New Deep Reinforcement Learning (DRL) Framework can React to Attackers in a Simulated Environment and Block 95% of Cyberattacks Before They Escalate

AI Shorts
Cybersecurity defenders must dynamically adapt their techniques and tactics as technology develops and the level of complexity in a system surges. As machine learning...

Meta AI Unveils LLaMA: A Series of Open-Source Language Models Ranging from 7B to 65B Parameters

AI Shorts
Large language models (LLMs) have taken the tech industry by storm in the last few years. These language models, trained on vast amounts of...

Meet Headjack: An Open Library Which Provides a Machine Learning Features Transformation based on Self-Supervised Learning Models

AI Shorts
In order to create machine learning algorithms that are effective for diverse tasks, extracting the right features from raw data is crucial. This process...

A New Prompting Method Called SwitchPrompt Retrieves Domain-Specific Knowledge from Pre-Trained Language Models LMs

AI Paper Summary
Recent studies on prompting pre-trained language models (LMs) have produced outstanding outcomes in various natural language processing tasks. However, the same cannot be said...

This AI Research Presents a Large Language Model that can Answer Philosophical Questions in the Voice of a Specific Philosopher

AI Paper Summary
Since artificial intelligence has exploded in recent years, models can now outperform humans in a wide range of tasks, from playing games like chess...

Researchers From UNSW Sydney Proposes A Deep Learning Algorithm That Produces High-Resolution Modeled Images From Lower-Resolution Micro X-ray Computerized Tomography (CT)

AI Paper Summary
Researchers have turned away from fossil fuels in favor of clean and renewable energy sources in response to the significant change in climate over...

Meta AI and UPF Researchers Introduce Toolformer: A Language Model That Learns in a Self-Supervised Way How to Use Different Tools Such as Search...

AI Paper Summary
With recent technological advancements, large language models (LLMs) have become incredibly popular mainly because of their outstanding performance on a range of natural language...

Researchers at Stanford Propose A Cheap And Scalable Data Selection Framework Based on Importance Resampling For Improving The Downstream Performance of Language Models

AI Paper Summary
The performance of language models (LMs) depends largely on the kind of training dataset chosen. This holds true for both general-domain models like GPT-3...

Microsoft Open Source LMOps: An AI Prompt Optimization Toolkit For Generative AI Models

AI Paper Summary
Due to recent technological advancements and their remarkable performance, the general population has now widely adopted language models (LLMs). For instance, tools like ChatGPT...

A New AI Research from Italy Introduces a Diffusion-Based Generative Model Capable of Both Music Synthesis and Source Separation

AI Paper Summary
Human beings are capable of processing several sound sources at once, both in terms of musical composition or synthesis and analysis, i.e., source separation....
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