TY - BOOK AU - Pustejovsky, James AU - Stubbs, Amber TI - Natural language annotation for machine learning SN - 9781449306663 AV - QA 76.9.N38 .P87 2013 PY - 2013/// CY - Beijing, China PB - O'Reilly Media, Incorporated KW - COMPUTER SCIENCE N1 - Includes bibliographical references and index; 1. The Basics -- 2. Defining your goal and dataset -- 3. Corpus analytics -- 4. Building your model and specification -- 5. Applying and adopting annotation standards -- 6. Annotation and adjudication -- 7. Training : machine learning -- 8. Testing and evaluation -- 9. Revising and reporting -- 10. Annotation : TimeML -- 11. Automatic annotation : generating TimeML -- 12. Afterword : the future of annotation N2 - This book is intended as a resource for people who are interested in using computers to help process natural language ER -