Notes: Message-oriented middleware (MOM) is a type of software that enables the exchange of messages between different computer systems or applications. MOM enables the transfer of data between systems in a reliable,…
Category: 2019
Natural Language & Story Generators
Notes: A story generator is a software program or system that is designed to produce stories or narratives based on input data or information. Story generators may use a variety of techniques,…
Paraphrasing & Dialog Systems
Notes: A paraphrase is a restatement of the meaning of a text or passage using other words. It is a way of expressing the same ideas or information as a text or…
Part-of-speech Tagging & Chatbots
Notes: Part-of-speech (POS) tagging is the process of marking each word in a text with its corresponding part of speech, such as noun, verb, adjective, etc. It is a common task in…
Perceptron & Chatbots
Notes: In machine learning, the perceptron is a type of algorithm used for supervised learning of binary classifiers. A binary classifier is a model that is used to predict the class of…
Question Generators
Notes: A question generator is a type of natural language processing (NLP) system that is designed to automatically generate questions from a given input of text. This can be accomplished using a…
Relation Extraction & Chatbots
Notes: Relation extraction is a process in natural language processing (NLP) that involves identifying and extracting relationships between entities in a text. These relationships can be binary (e.g., “X is the parent…
TensorFlow & Chatbots
Notes: These are the three main categories of machine learning algorithms. In supervised learning, the algorithm is trained on a labeled dataset, where the correct output is provided for each example in…
Maximum Entropy & Chatbots
Notes: Maximum entropy is a statistical concept that refers to the state of maximum uncertainty or randomness within a system. In the context of chatbots, maximum entropy can be used as a…
Metaphor Analysis & Natural Language Processing
Notes: Metaphor analysis is a method or technique used to understand a text by identifying and analyzing the metaphors that are used in it. Metaphors are figures of speech that use a…