<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>UTC (Universal Token Classification) HandyLab App Description</title> <style> body { font-family: Arial, sans-serif; margin: 10px; line-height: 1.6; } .link-button { display: inline-flex; align-items: center; justify-content: center; margin: 10px; padding: 10px; background-color: white; border: 1px solid grey; /* Added border to make the button visible against white background */ color: #007bff; /* Text color changed to make it visible against white background */ text-decoration: none; border-radius: 10px; text-align: center; vertical-align: middle; box-sizing: border-box; } .link-button:hover { background-color: #c0dcfc; } .link-button img { height: 20px; width: auto; display: block; } .links-container { text-align: center; /* Center the container's content */ margin: auto; /* Auto margins for horizontal centering if necessary */ display: flex; /* Use flexbox */ justify-content: center; /* Center flex items horizontally */ flex-wrap: wrap; /* Allow items to wrap */ } </style> </head> <body> <h2>Welcome to UTC (Universal Token Classification) HandyLab!</h2> <h3>With UTC (Universal Token Classification) HandyLab, you can effortlessly handle following tasks:</h3> <ol> <li><b>Named Entity Recognition (NER):</b> Identifies and categorizes entities such as names, organizations, dates, and other specific items in the text.</li> <li><b>Relation Extraction:</b> Detects and classifies relationships between entities within the text.</li> <li><b>Summarization:</b> Extract the most important sentences that summarize the input text, capturing the essential information.</li> <li><b>Sentiment Extraction:</b> Identify parts of the text that signalize a positive, negative, or neutral sentiment.</li> <li><b>Key-Phrase Extraction:</b> Identifies and extracts important phrases and keywords from the text.</li> <li><b>Question-answering:</b> Finding an answer in the text given a question.</li> <li><b>Open Information Extraction:</b> Extracts pieces of text given an open prompt from a user, for example, product description extraction.</li> <li><b>Text Cleaning:</b> Clear the text from unnecessary parts according to the prompt.</li> </ol> <h3>What is UTC (Universal Token Classification) HandyLab</h3> <p>UTC (Universal Token Classification) HandyLab serves as a foundational showcase of our technological capabilities within the universal information extraction. It enployes the model <a href="https://huggingface.co/knowledgator/UTC-DeBERTa-large-v2">"knowledgator/UTC-DeBERTa-large-v2"</a>. UTC-DeBERTa-large-v2 is a secong version of our UTC model, designed to extract various pieces of information from plain text based on a user-provided custom prompt.<p> <h3>Remember, information extraction is not just about data; it's about insights. Let's uncover those insights together!💫</h3> <!-- Links Section --> <div class="links-container"> <a href="https://www.knowledgator.com/" class="link-button" target="_blank"><img src="https://assets-global.website-files.com/65902be8ba48a05dfdb73331/6590476fcc8e8f35b2332781_Group%201000002504%20(1).png" alt="Visit our website"></a> <a href="https://www.linkedin.com/company/knowledgator/" class="link-button" target="_blank"><img src="https://upload.wikimedia.org/wikipedia/commons/thumb/0/01/LinkedIn_Logo.svg/1280px-LinkedIn_Logo.svg.png" alt="Follow on LinkedIn"></a> <a href="https://huggingface.co/knowledgator/" class="link-button" target="_blank"><img src="https://vectorseek.com/wp-content/uploads/2023/12/Hugging-Face-Logo-Vector.svg-.png" alt="Hugging Face Profile"></a> <a href="https://twitter.com/knowledgator" class="link-button" target="_blank"><img src="https://freepnglogo.com/images/all_img/1691832278twitter-x-logo-png.png" alt="Follow on X"></a> <a href="https://blog.knowledgator.com/" class="link-button" target="_blank"><img src="https://upload.wikimedia.org/wikipedia/commons/thumb/0/0d/Medium_%28website%29_logo.svg/2560px-Medium_%28website%29_logo.svg.png" alt="Follow on Medium"></a> <a href="https://discord.com/invite/dkyeAgs9DG" class="link-button" target="_blank"><img src="https://assets-global.website-files.com/6257adef93867e50d84d30e2/636e0b52aa9e99b832574a53_full_logo_blurple_RGB.png" alt="Join our Discord"> </a> </div> </body> </html>