Mohammad Omar Addeadde.hashnode.dev·Apr 16, 2024Navigating the GenAI Frontier: Transformers, GPT, and the Path to Accelerated InnovationAbstract: In the realm of Natural Language Processing (NLP), pivotal moments in research often stem from seminal papers that introduce groundbreaking concepts and architectures. Among these, the Sequence-to-Sequence (Seq2Seq) model and the Neural Mac...Discussseq2seq
FxisAi - Yagnesh Pandya fxdatalabs.hashnode.dev·Apr 16, 2024What role does natural language processing (NLP) play in improving customer engagement?Introduction In today's competitive business landscape, customer engagement has become a critical factor for success. Businesses are constantly seeking ways to interact with their customers more effectively and provide personalized experiences. Natur...Discussnatural language processing
Farhan Naqvifarhanbytemaster.hashnode.dev·Apr 15, 2024What is Tokenization?Tokenization is the process of breaking down a sequence of text into smaller units, called "tokens". These tokens could be words, subwords, characters, or even phrases, depending on the specific tokenization strategy used. Tokenization is a fundament...Discusstokens
Vanshika Kumarvanshikakumar.hashnode.dev·Apr 10, 2024How to Text mine in R using NLP techniquesIntroduction: Text mining, also known as intelligent text analysis, text data mining or knowledge discovery in text(KDT) is the process of extracting significant patterns and meaning from unstructured text data. Natural language processing (NLP), dat...Discuss·1 likeR Language
Laxitalaxita06.hashnode.dev·Apr 10, 2024Guide to Natural Language Processing (NLP)Natural Language Processing (NLP) stands as a pivotal domain within the broader field of artificial intelligence (AI). It involves the interaction between computers and humans using natural language. NLP enables machines to understand, interpret, and...DiscussNLP application
Pinak Dattapinakdatta.hashnode.dev·Apr 8, 2024Analyzing Text Data with Topic Modeling: Latent Dirichlet Allocation (LDA) ExplainedIn the realm of natural language processing (NLP), one of the fundamental tasks is to extract meaningful insights from large collections of text data. Topic modelling serves as a powerful technique for uncovering hidden thematic structures within tex...Discussnlp
Jahnvi Sikligarjahnviwritesaboutai.hashnode.dev·Apr 7, 2024Chat with PDFIn this fast-paced life, we have all pondered the possibility of extracting valuable insights from documents on the go. Despite attempts to glean key insights through keyword filtering, we often overlook finer details. The desire to engage in dialogu...Discuss·61 readsWomenWhoTech
Asmaa Hadirasmaamhadir.hashnode.dev·Apr 1, 2024Mastering Text Data with Unstructured: Your Comprehensive Guide to ETL Optimization for RAG SystemsWith the rapid evolution of AI and its increasing integration into business processes, selecting the right tools to extract, transform, and load (ETL) textual data from documents has never been more critical. As businesses race to leverage Large Lang...Discussnlp
Vaishali palvaishalipal.hashnode.dev·Apr 1, 2024Exploring the Power of Natural Language Processing in Data ScienceIn the expansive realm of data science, where raw information abounds and insights hide within complex datasets, Natural Language Processing (NLP) emerges as a formidable tool. NLP, a branch of artificial intelligence (AI), empowers machines to under...DiscussData Science
Mahbub Bellomahbubbello.hashnode.dev·Mar 26, 2024A Primer on Large Language ModelsWhat are Large Language Models (LLMs)? They are Intelligent Text Generators: At their core, LLMs are advanced computer programs that can generate, understand, and manipulate human language with remarkable fluency and coherence. Think of them as supe...Discusslarge language models