Notes: LSTM is a type of artificial neural network that is well-suited for processing sequential data, such as time series or natural language text. It is a variant of the RNN architecture,…
Tag: dialog system
Cosine Similarity, Semantic Similarity & Dialog Systems
Notes: Cosine similarity and semantic similarity are two measures of similarity that can be used in dialog systems to determine how closely related two pieces of text are. These measures can be…
Neural Network & Dialog Systems
Notes: Neural Dialog Systems, also known as Neural Dialogue Systems, are artificial intelligence systems that are designed to carry out conversations with human users. They typically use natural language processing techniques and…
Forums & Dialog Systems
Notes: Dialog systems, also known as conversational agents or chatbots, are often used in forums to provide automatic responses to user queries and requests. In a forum setting, a dialog system can…
Fuzzy Logic & Dialog Systems
Notes: Fuzzy logic is a mathematical system that allows for the representation and manipulation of uncertainty in logic. It is based on the idea that logical statements can have a truth value…
Deep Belief Network & Dialog Systems
Notes: Deep Belief Networks (DBNs) are a type of artificial neural network that is used for unsupervised learning. DBNs are composed of multiple layers of so-called “hidden” units, which are used to…
CNN (Convolutional Neural Network) & Dialog Systems
Notes: A convolutional neural network (CNN) is a type of artificial neural network that is specifically designed to process data that has a grid-like structure, such as an image. CNNs are composed…
SentiWordNet & Dialog Systems
Notes: SentiWordNet is a lexical resource that is used in the field of opinion mining, which is the process of extracting and analyzing the attitudes and emotions expressed in natural language text….
Discourse Analysis & Dialog Systems
Notes: Discourse analysis is a method of studying the structure and organization of language in use, with the goal of understanding how language is used in various contexts and for various purposes….
Automated Reasoning & Dialog Systems
Notes: Automated reasoning can be used in dialog systems in several ways. Automated reasoning is a branch of artificial intelligence that deals with the automation of logical and mathematical reasoning. It involves…