Notes: Genetic algorithms are a type of optimization algorithm that are inspired by the process of natural evolution. They use techniques such as selection, crossover, and mutation to evolve a population of…
Tag: dialog system
Gigaword & Dialog Systems
Notes: The Gigaword corpus is a large dataset of English news documents used in natural language processing research. It has been used in experiments on sequence-to-sequence models, headline generation, and text summarization,…
Anaphora & Dialog Systems
Notes: Anaphora resolution, also known as pronoun resolution, is the process of determining the intended referents of pronouns or other anaphoric expressions in a piece of text or speech. These expressions refer…
Automatic Ontology & Dialog Systems
Notes: An automatic ontology is a type of ontology that is generated automatically, typically using computational methods. Ontologies are formal representations of knowledge and concepts, and are used to define and organize…
Autonomous Agents, Natural Language & Dialog Systems
Notes: An autonomous agent is a type of artificial intelligence or software program that is designed to operate independently and make decisions or take actions on its own. Autonomous agents are often…
Classifier & Dialog Systems
Notes: There are many ways to define a classification function in machine learning. A multi-nomial naive Bayes classifier is a simple probabilistic classifier that is based on the assumption that the features…
Affective Dialog Systems
Notes: An Affective Dialog System is a type of conversational agent or chatbot that is designed to understand and respond to the emotional state of the user. This can include recognizing emotions…