Displaying 205 resources

Representation Learning for Natural Language Processing

Provides a comprehensive overview of the representation learning techniques for natural language processing. Presents a systematic and thorough introduction to the theory, algorithms and applications of representation learning. Shares insights into
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

A Survey of Large Language Models

This survey highlights the complexity of language and the challenge of developing AI algorithms capable of understanding and generating language.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Algorithms for manifold learning

The technical report presents popular methods for mapping data into a low-dimensional manifold (nonlinear dimensionality reduction).
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

From Images to Text New forms of Human-AI Interaction

Recent progress in the Computer Vision and Natural Language Processing communities have made it possible to connect Vision and Language together in a variety of different tasks which lie at the intersection of Vision, Language, and Embodied AI.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

Recently, ChatGPT, along with DALL-E-2 and Codex,has been gaining significant attention from society.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

The Silent (R)evolution of SAT

The Propositional Satisfiability problem (SAT) was the first to be shown NP-complete by Cook and Levin. SAT remained the embodiment of theoretical worst-case hardness.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand