Notes: The distributional hypothesis is a principle in linguistics and computational linguistics that suggests that words that are used in similar contexts tend to have similar meanings. This idea is based on…
Category: 2019
Deep Inference
Notes: Deep inference is a term used to describe a method of reasoning and decision-making that is based on a deep understanding of the context and implications of a particular problem or…
ROUGE (Recall-Oriented Understudy for Gisting Evaluation)
Notes: ROUGE (Recall-Oriented Understudy for Gisting Evaluation) is a software package for automatically evaluating the quality of summaries. It is commonly used in the field of natural language processing (NLP) to evaluate…
Text Graphs & Natural Language
Notes: A text graph is a visual representation of the relationships between words and concepts in a text item. It can help to show how different ideas in the text are connected…
JSON & Rule Engines
Notes: JSON (JavaScript Object Notation) is a lightweight data interchange format that is widely used for transmitting data between systems and applications. JSON streams are streams of data in JSON format that…
Automated Machine Learning & Dialog Systems
Notes: Automated Machine Learning (AutoML) refers to the use of machine learning algorithms and techniques to automatically select and optimize machine learning models for a given task, without the need for manual…
Automatic Relation Extraction
Notes: Relationship extraction typically involves using natural language processing (NLP) techniques to analyze text or XML documents and identify specific relationships between entities or concepts mentioned within them. This can include identifying…
Natural Language & Text-to-Image
Notes: Text-to-image generation is a task in natural language processing (NLP) that involves generating an image based on a given text description. It is a challenging task that requires a system to…
NLDB (Natural Language Database)
A Comparative Analysis of Natural Language Interfaces to Databases: Traditional and Neural Network-Based Approaches Natural language interfaces for databases (NLIDBs) have gained significant attention in recent years due to their potential to…
Human Brain Project
Notes: The Human Brain Project is a European research project that aims to build a collaborative scientific research infrastructure to advance knowledge in the fields of neuroscience, computing, and brain-related medicine. The…