Named Entity Recognition Tools in spaCy - A Comparison Guide
Master the differences between spaCy's entity recognition tools and learn when to effectively implement NER, EntityRuler, SpanCat, and SpanRuler for optimal text processing results.
Topic Modelling for Text Documents Using NLP Techniques
Explore NLP techniques for topic modeling in text documents, covering entity identification, document similarity, data cleaning, and clustering methods.
BuzzWords - How Bumble Does Multilingual Topic Modelling at Scale
Explore Bumble's innovative GPU-powered solution for multilingual topic modeling, enabling faster analysis of millions of data points using BERT-based models.
Integrating Computer Vision and NLP for Smart Property Tagging
Discover how Computer Vision and NLP create 'smart tags' for efficient property searches, enhancing user experience and streamlining data processing in real estate.
Fast and Efficient Text Analysis Using Azure's Language Cognitive Service
Explore Azure's Language Studio for text analysis, focusing on keyword extraction, sentiment analysis, and opinion mining. Apply these tools to customer reviews using Python and visualize in Power BI.
Learning about Machine Learning from Kids
Explore AI through children's projects, gaining insights on machine learning principles and their real-world impact. Discover hands-on approaches for developers new to AI/ML.
Having Fun with Python: Originating and Processing Data for Innovative Visualization and Analytics
Extract and process data with Python to answer quirky questions and create innovative visualizations for data-driven insights.
Taking Models to the Next Level with Azure Machine Learning
Explore Azure Machine Learning for custom model training, from pre-built cognitive services to AutoML and hyperparameter tuning, with practical examples for text analysis and sentiment analysis.
Relevance Proof in Yelp Search - LLM-Powered Annotations
Discover how Yelp enhances search results using LLM-powered annotations, focusing on review highlights and business information to improve user experience and search relevance at scale.
Development of Machine Learning Methods to Improve ESG Scores and Responsible Investment Decisions - Part 1
Explore machine learning methods for improving ESG scores and responsible investment decisions. Learn to extract and analyze ESG information from company disclosures using NLP techniques.
Watermarking Generated Text for LLM Attribution
Explore watermarking techniques for LLMs to verify AI-generated text authorship, addressing concerns about fake news and academic integrity.
Documentation Testing with Vale - Office Hours June 14, 2024
Explore Vale for documentation testing, covering rule implementation, style guides, and practical examples in this informative session on enhancing technical writing quality.
Ontological Semantics: An Overview
Explore a comprehensive approach to text meaning in computer processing, covering theories, methodologies, and implementations for effective natural language processing applications.
Hello AI World! - Why Developers Should Care About AI
Explore modern AI tools for developers, including machine learning and deep learning, to enhance products and services. Learn to leverage AI capabilities through simple API calls.
Machine Learning for Armed Conflict Mediation: Analyzing Peace Dialogue Transcripts
Explore innovative applications of machine learning in analyzing peace dialogues, aiding conflict mediators in complex geopolitical scenarios like the Yemen war.
Visualization for Data Science: Evaluation, Sets, and Text Analysis
Explore advanced data visualization techniques for scientific analysis, focusing on evaluation methods, set theory applications, and text-based visualizations.
Data Mining: K-grams and Jaccard Similarity - Spring 2023
Dive into k-grams and Jaccard similarity concepts through practical examples and exercises, covering set similarities and fundamental data mining principles for effective text analysis.
Data Mining: Embeddings and Representations in Machine Learning - Spring 2023
Explore data representation techniques from TF-IDF to contextualized embeddings, covering word analogies, societal biases, and image representations for advanced data mining applications.
Text Geolocation and Dating: Light-Weight Language Grounding - 2012
Explore geolocation and dating of texts to identify latitude-longitude pairs and time periods related to documents. Learn about computational models of word meaning beyond standard word vectors.
Speech and Language Processing: Where Have We Been and Where Are We Going - 2003
Explore the past, present, and future of speech and language processing with insights on technological trends, data mining, and shifting priorities in the field.
Text and Context in Natural Language Processing - JSALT 2023 Team Presentation
Explore text and context in language processing with Kenneth Church's JSALT 2023 team presentation, delving into cutting-edge research and insights.