Notes: An XML knowledgebase is a database of information that is organized and formatted using the Extensible Markup Language (XML). XML is a widely-used markup language that allows developers to define the…
Tag: chatbots
100 Best Chatbot Facebook Groups
Notes: There are a variety of chatbot groups available on Facebook that cater to different audiences and interests. Some groups are focused on specific platforms or industries, such as groups dedicated to…
Gradient Boosting & Chatbots
Notes: Gradient boosting is a machine learning technique that involves training a sequence of weak prediction models, typically decision trees, in a stage-wise manner. The predictions made by each tree are combined…
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….
Treebank & Chatbots
Notes: A treebank is a type of annotated text corpus that includes information about the grammatical structure of the sentences it contains. Treebanks are used in natural language processing and computational linguistics…
SVM (Support Vector Machine) & Chatbots
Notes: Support vector machines (SVMs) are a type of supervised machine learning algorithm that can be used for classification and regression tasks. They are based on the idea of finding the hyperplane…
Word2vec & Chatbots
Notes: Word2vec is a natural language processing (NLP) technique that is used to learn vector representations of words, called “word embeddings,” based on the context in which they appear in text. Word…
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…
WordNet & Chatbots
Notes: WordNet is a large lexical database of English that was developed at Princeton University. It organizes English words into sets of synonyms called synsets, and provides definitions and examples of usage…
Intent, Dialog Act & Chatbots
Notes: Intents and dialog acts are two concepts that are often used in the design and development of chatbots. An intent refers to the purpose or goal of a user’s message, or…