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…
Tag: dialog system
Linguistic Data Consortium & Dialog Systems
Notes: The Linguistic Data Consortium (LDC) is an organization that creates, collects, and distributes speech and text data, lexicons, and other resources for linguistic research and development purposes. The LDC is a…
LMS (Learning Management System) & Dialog Systems
Notes: Learning management systems (LMS) are software platforms that are used to manage and deliver educational or training content. LMSs are often used by schools, universities, and businesses to deliver online or…
Machine Learning & Dialog Systems
Notes: Machine learning and neural networks are both related to the field of artificial intelligence (AI) and are often used together, but they are not the same thing. Machine learning is a broader…
MATLAB & Dialog Systems
Notes: “sEnglish” is a way to represent MATLAB function calls using English sentences. The meaning of an English sentence in an sEnglish system is defined in a .sep file, which can contain…
Dialog System Modules
Notes: There are several modules that are commonly included in dialog systems. These include: Natural language understanding: This module is responsible for interpreting and analyzing the user’s input in order to extract…
Named-Entity Recognition & Chatbots
Notes: Named-Entity Recognition (NER) is a subfield of natural language processing (NLP) that involves identifying and classifying named entities in a text into predefined categories such as person names, organizations, locations, medical…
Natural Language Generators & Dialog Systems
Notes: In natural language generation (NLG), the overall generation task is traditionally divided into two separate phases: strategic generation and tactical generation. Strategic generation is the process of deciding what information to…
N-gram Dialog Systems
Notes: An n-gram is a contiguous sequence of n items from a given sample of text or speech. N-grams are widely used in natural language processing and computational linguistics. In the context…
NLTK & Dialog Systems
Notes: NLTK (Natural Language Toolkit) is a suite of Python libraries and programs for working with human language data (text). It provides a wide range of tools and resources for natural language…