Notes: Automatic text classification is the process of using machine learning algorithms to automatically assign labels or categories to text data based on its content. This is often done by using a…
Category: 2019
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…
k-Nearest Neighbors & Chatbots
Notes: The k-nearest neighbors (k-NN) algorithm is a non-parametric method for classification and regression that is used in machine learning and data mining. It is a type of instance-based learning, which means…
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…
Dialog Engines
Notes: Dialog engines are software programs that are designed to enable dialog systems, also known as conversational agents or chatbots, to engage in natural language conversations with humans. Dialog engines are responsible…
State Tracking & Chatbots
Notes: In dialog systems, state tracking, also known as belief tracking, refers to the process of accurately estimating the user’s goal as the dialog progresses. In a dialog system, the state or…
Twitter4J & Natural Language
Notes: Twitter4J is a Java library for the Twitter API that allows Java developers to easily integrate with Twitter’s APIs and build applications that use Twitter data. Twitter4J is open source and…
Stanford CoreNLP & Chatbots
Notes: Stanford CoreNLP is a suite of natural language processing (NLP) tools developed by Stanford University that provides a range of NLP functionality, including tokenization, part-of-speech tagging, parsing, and named entity recognition….
Natural Language & Story Generation Systems
Notes: Story generation systems are computational systems that are designed to generate narratives or stories. They can be used to generate stories for a variety of purposes, such as for entertainment, education,…
Skipgram & Chatbots
Notes: A skip-gram is a type of word embedding, which is a numerical representation of a word in a vocabulary. Word embeddings capture the semantic relationships between words and are used in…