procesamiento del lenguaje natural
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Explainable artificial intelligence (XAI): how open data can help understand algorithms 27-02-2025
The increasing adoption of artificial intelligence (AI) systems in critical areas such as public administration, financial services or healthcare has brought the need for algorithmic transparency to the forefront. The complexity of AI models used to make...
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The role of open data in the evolution of SLM and LLM: efficiency vs. power 27-12-2024
Language models are at the epicentre of the technological paradigm shift that has been taking place in generative artificial intelligence (AI) over the last two years. From the tools with which we interact in natural language to generate text,...
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Understanding Word Embeddings: how machines learn the meaning of words 24-10-2024
Natural language processing (NLP) is a branch of artificial intelligence that allows machines to understand and manipulate human language. At the core of many modern applications, such as virtual assistants, machine translation and chatbots, are word...
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RAG - Retrieval Augmented Generation: The key that unlocks the door to precision language models 24-01-2024
Teaching computers to understand how humans speak and write is a long-standing challenge in the field of artificial intelligence, known as natural language processing (NLP). However, in the last two years or so, we have seen the fall of this old...
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This is MarIA, the first artificial intelligence in the Spanish language 22-09-2022
After several months of tests and different types of training, the first massive Artificial Intelligence system in the Spanish language is capable of generating its own texts and summarising existing ones. MarIA is a project that has been promoted by the...
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10 Popular natural language processing libraries 02-08-2022
The advance of supercomputing and data analytics in fields as diverse as social networks or customer service is encouraging a part of artificial intelligence (AI) to focus on developing algorithms capable of processing and generating natural language...
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We tested SpaCy: much more than a library for creating real natural language processing projects 23-06-2022
Few abilities are as characteristic of human beings as language. According to the Aristotelian school, humans are rational animals who pursue knowledge for the mere fact of knowing. Without going into deep philosophical considerations that far exceed the...
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GPT-3. Just another step in natural language processing? 15-10-2020
Can you imagine an AI capable of writing songs, novels, press releases, interviews, essays, technical manuals, programming code, prescribing medication and much more that we don't know yet? Watching GPT-3 in action doesn't seem like we're very far away...
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Natural language processing 27-11-2018
Our language, both written and spoken, constitutes a peculiar type of data. Language is the human means of communication par excellence and its main features are ambiguity and complexity. Due to language is unstructured data, its processing has...