What is adversarial training?
Definition and Background of Confrontational Training Adversarial training is an approach aimed at i...
Sorting
What are Embedding Vectors?
Definition and background of embedding vector Embedding vectors are a mathematical representation th...
What is Knowledge Graph (Knowledge Graph)
Definition of Knowledge Graph and its importance A knowledge graph is an information network constru...
What is Collaborative Filtering?
Definition and basic principles of collaborative filtering Collaborative Filtering (CF) is a techniq...
What is sequence modeling? Making the concept understandable to the layman
Basic concepts of sequence modeling Sequence modeling is a method of analyzing and processing sequen...
Understanding Self-Attention in All Its Aspects: An Explanation for the Average Joe
Basic Concepts of Self-Attention Self-attention is an advanced information processing mechanism wide...
What are Sequence Generation Models (SGMs)?
Concepts of Sequence Generation Modeling Sequence generation models are a class of statistical model...
What is Inverse Reinforcement Learning (IRL)?
Definition and basic concepts of inverse reinforcement learning Inverse Reinforcement Learning (IRL...
What is Semantic Role Labeling (SRL)?
Definition and Importance of Semantic Role Annotation Semantic Role Labeling (SRL) is a Natural Lang...
What are exploration strategies?
Explore the basic concepts of strategy Exploration strategies are a specialized technique for dealin...