AI Shorts

This AI Research by Microsoft and Tsinghua University Introduces EvoPrompt: A Novel AI Framework for Automatic Discrete Prompt Optimization Connecting LLMs and Evolutionary Algorithms

AI ShortsSeptember 23, 2023

Large language models (LLMs) are excelling at pretty much all NLP tasks. However, traditional fine-tuning methods are costly for LLMs, leading to the development of continuous prompt-tuning techniques that use trainable prompt embeddings without modifying LLM...

Researchers from the University of Oregon and Adobe Introduce CulturaX: A Multilingual Dataset with 6.3T Tokens in 167 Languages Tailored for Large Language Model...

AI ShortsSeptember 22, 2023

By dramatically improving state-of-the-art performance across a wide range of tasks and revealing new emergent skills, large language models (LLMs) have profoundly impacted NLP research and applications. To encode input texts into representation vectors, the encoder-only...

ReLU vs. Softmax in Vision Transformers: Does Sequence Length Matter? Insights from a Google DeepMind Research Paper

AI ShortsSeptember 22, 2023

A common machine learning architecture today is the transformer architecture. One of the main parts of the transformer, attention, has a softmax that generates...

Researchers at the University of Tokyo Introduce a New Technique to Protect Sensitive Artificial Intelligence AI-Based Applications from Attackers

AI ShortsSeptember 22, 2023

In recent years, the rapid progress in Artificial Intelligence (AI) has led to its widespread application in various domains such as computer vision, audio...

Do Machine Learning Models Produce Reliable Results with Limited Training Data? This New AI Research from Cambridge and Cornell University Finds it..

AI ShortsSeptember 22, 2023

Deep learning has developed into a potent and ground-breaking technique in artificial intelligence, with applications ranging from speech recognition to autonomous systems to computer...

Meet MAmmoTH: A Series of Open-Source Large Language Models (LLMs) Specifically Tailored for General Math Problem-Solving

AI ShortsSeptember 22, 2023

Modern large language models (LLMs) rely heavily on mathematical reasoning, which is the primary focus of this work. There is a clear divide between...

Researchers from UCI and Zhejiang University Introduce Lossless Large Language Model Acceleration via Self-Speculative Decoding Using Drafting And Verifying Stages

AI ShortsSeptember 21, 2023

Large Language Models (LLMs) based on transformers, such as GPT, PaLM, and LLaMA, have become widely used in a variety of real-world applications. These...

New Machine Learning Research from MIT Proposes Compositional Foundation Models for Hierarchical Planning (HiP): Integrating Language, Vision, and Action for Long-Horizon Tasks Solutions

AI ShortsSeptember 21, 2023

Think about the challenge of preparing a cup of tea in a strange home. An efficient strategy for completing this task is to reason...

Can AI Outperform Humans at Creative Thinking Task? This Study Provides Insights into the Relationship Between Human and Machine Learning Creativity

AI ShortsSeptember 21, 2023

While AI has made tremendous progress and has become a valuable tool in many domains, it is not a replacement for humans' unique qualities...

The Trick to Make LLaMa Fit into Your Pocket: Meet OmniQuant, an AI Method that Bridges the Efficiency and Performance of LLMs

AI Paper SummarySeptember 21, 2023

Large language models (LLMs), like the infamous ChatGPT, have achieved impressive performance on a variety of natural language processing tasks, such as machine translation,...

This AI Research Introduces Owl: A New Large Language Model for IT Operations

AI ShortsSeptember 21, 2023

In the ever-evolving landscape of Natural Language Processing (NLP) and Artificial Intelligence (AI), Large Language Models (LLMs) have emerged as powerful tools, demonstrating remarkable...

IBM Researchers Propose a New Adversarial Attack Framework Capable of Generating Adversarial Inputs for AI Systems Regardless of the Modality or Task

AI ShortsSeptember 21, 2023

In the ever-evolving landscape of artificial intelligence, a growing concern has emerged. The vulnerability of AI models to adversarial evasion attacks. These cunning exploits...

OpenAI Unveils DALL·E 3: A Revolutionary Leap in Text-to-Image Generation

AI ShortsSeptember 20, 2023

In a significant technological leap, OpenAI has announced the launch of DALL·E 3, the latest iteration in their groundbreaking text-to-image generation technology. With an...