Tag: texts

Biomedical Text Mining: Extracting Medical Knowledge from Texts

30 May 20236 June 2023 infinity No Comments

Text mining is the process of extracting useful information from unstructured text data. In the biomedical field, this methodology is used to extract medical knowledge from a vast array of texts, including electronic health records, biomedical literature, and clinical trial reports. The challenge lies in managing the vast amounts of data produced, and making relevant…

Artificial Intelligence

Named Entity Recognition: Extracting Entities from Text

27 May 20236 June 2023 infinity No Comments

Named Entity Recognition (NER) is an essential component of Natural Language Processing (NLP) that involves identifying and categorizing entities mentioned in text. This process is used to extract useful information from large amounts of data, such as news articles, social media posts, and even legal documents. NER systems can help businesses and organizations categorize and…

Artificial Intelligence

Text-to-Speech Synthesis: Converting Text into Spoken Words

18 May 20236 June 2023 infinity No Comments

Text-to-speech synthesis is a technology that has been in development for many decades, with significant progress being made in the 20th century with the advent of computers. Today, text-to-speech systems are used in a variety of applications, including assistive technology for individuals with disabilities, virtual assistants, and in-car navigation systems. The basic idea behind text-to-speech…

Artificial Intelligence

Named Entity Disambiguation: Resolving Ambiguities in Named Entities

25 April 20236 June 2023 infinity No Comments

Named Entity Disambiguation (NED) is an essential task in Natural Language Processing (NLP) that involves identifying and disambiguating named entities that may have multiple meanings in a given context. NED is crucial for various NLP applications, including information retrieval, question answering, text classification, and recommendation systems. The ambiguity of named entities poses a significant challenge…

Artificial Intelligence

Named Entity Linking: Linking Entities to Knowledge Bases

11 April 20236 June 2023 infinity No Comments

Named Entity Linking (NEL) is a crucial task in natural language processing that involves identifying named entities mentioned in text and linking them to unique entities in a knowledge base. By doing so, a deeper semantic understanding of the text is achieved, which improves the accuracy of downstream applications. In other words, NEL is essential…

Artificial Intelligence

Text Generation: Creating Human-like Texts with NLP

28 February 20236 June 2023 infinity No Comments

The advent of technology has revolutionized the way we communicate with one another. Natural language processing (NLP) is one of the most exciting advancements in this field, allowing computers to comprehend and interpret human language. One of the most remarkable applications of NLP is text generation. This technology essentially involves creating pieces of text that…

Artificial Intelligence

Text Similarity and Clustering: Grouping Similar Texts Together

1 February 20236 June 2023 infinity No Comments

Dealing with large volumes of text can pose a significant challenge to organizations. It can be difficult to identify and categorize similar documents, and manual sorting and analysis can be time-consuming. This is where text similarity and clustering come into play. By using these techniques, similar texts can be grouped together, making it easier to…

Artificial Intelligence

Word Embeddings: Representing Words as Vectors for NLP Tasks

30 January 20236 June 2023 infinity No Comments

Natural language processing (NLP) is a field of computer science focused on making machines understand, interpret, and manipulate human language. One of the key challenges of NLP is to represent words in a way that machines can understand them. This is where word embeddings come in. Word embeddings are a type of NLP technique that…

Artificial Intelligence

Text Summarization: Condensing Textual Content

19 January 20236 June 2023 infinity No Comments

Text summarization is a vital process that enables the creation of condensed versions of lengthy texts. This process is gaining more importance with the continuously increasing amount of textual information available across various domains. Essentially, text summarization involves producing a brief yet informative summary that retains the core ideas presented in the original text. There…

Artificial Intelligence

Educational Technologies and Contemporary Education

8 January 20236 June 2023 infinity No Comments

Educational technologies have become an integral aspect of modern education. They offer new ways to engage, motivate and enhance the learning experience. Technology is not only changing the way that education is delivered but also transforming the pedagogy and curriculum. An increasing number of educational institutions have incorporated technology into their teaching practices to enhance…

Education