Talk AI TV Banner Background

Welcome to TalkAI.tv

Cyberpunk AI Heroine

Natural Language Annotation for Machine Learning: A Guide to Corpus-Building for Applications


Price: $39.99 - $30.30
(as of Sep 30, 2024 16:04:01 UTC – Details)


Create your own natural language training corpus for machine learning. Whether you’re working with English, Chinese, or any other natural language, this hands-on book guides you through a proven annotation development cycle―the process of adding metadata to your training corpus to help ML algorithms work more efficiently. You don’t need any programming or linguistics experience to get started.

Using detailed examples at every step, you’ll learn how the MATTER Annotation Development Process helps you Model, Annotate, Train, Test, Evaluate, and Revise your training corpus. You also get a complete walkthrough of a real-world annotation project.

Define a clear annotation goal before collecting your dataset (corpus) Learn tools for analyzing the linguistic content of your corpus Build a model and specification for your annotation project Examine the different annotation formats, from basic XML to the Linguistic Annotation Framework Create a gold standard corpus that can be used to train and test ML algorithms Select the ML algorithms that will process your annotated data Evaluate the test results and revise your annotation task Learn how to use lightweight software for annotating texts and adjudicating the annotations

This book is a perfect companion to O’Reilly’s Natural Language Processing with Python.

Publisher ‏ : ‎ O’Reilly Media; 1st edition (December 4, 2012)
Language ‏ : ‎ English
Paperback ‏ : ‎ 339 pages
ISBN-10 ‏ : ‎ 1449306667
ISBN-13 ‏ : ‎ 978-1449306663
Item Weight ‏ : ‎ 1.23 pounds
Dimensions ‏ : ‎ 7 x 0.73 x 9.19 inches

Professional Eye Hospital Digital Ophthalmic Equipment Eye Test Machine Auto High Accuracy Ophthalmic LCD Chart Projector,for Vision Test Adjustable Distance for Eye Examination,21.5″Screen

Modeling Decisions for Artificial Intelligence: 6th International Conference, MDAI 2009, Awaji Island, Japan, November 30-December 2, 2009, Proceedings (Lecture Notes in Computer Science, 5861)

Advances in Real-Time and Autonomous Systems: Proceedings of the 16th International Conference on Autonomous Systems (Lecture Notes in Networks and Systems, 1543)

Aqara 2K Indoor Security Camera E1, Pan & Tilt, HomeKit Secure Video Indoor Camera, Two-Way Audio, Night Vision, Person Tracking, Wi-Fi 6, Plug-in Cam Supports HomeKit, Alexa and IFTTT

AGENTIC AI: How to Build Income Streams, Automate Work, and Thrive in the New AI Economy

Information Technology Outsourcing Transactions: Process, Strategies, and Contracts

Authentic Identity: Thriving with Ethics in the Age of AI

72GB Digital Voice Recorder with Playback, Innioasis R1 Full Touchscreen Voice Recorder with AI Intelligent Transcription and Bluetooth, Voice Activated Sound Audio Recorder Device with Mic (Black)

ELP 16mp Wide Angle USB Camera for Computer 180degree Fisheye Lens Webcam Board Mini UVC USB2.0 4K Video Lightburn Camera Module,with 3.3ft/1m Cable for Laptop, PC, Raspberry Pi, Jetson Nano

Project Supernova demo with Tensorflow Lite on Google Edge TPU, ARM64 bit CPU, and Mobilenet model.

Leave a Reply

Your email address will not be published. Required fields are marked *

©2025 TALK AI TV WordPress Video Theme by WPEnjoy