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…
Category: 2019
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…
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…
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…
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…
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…
Logical Forms & Alignment
Notes: Logical forms (LFs) are a way of representing the meaning of a natural language sentence or phrase in a structured, logical form. They are typically used in natural language processing (NLP)…
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…
Smart Home & Chatbots
Notes: Smart homes are homes that are equipped with internet-connected devices and appliances that can be controlled and automated remotely through a smartphone app or other device. These devices may include things…