Coreference : : Annotation, Resolution and Evaluation in Polish / / Maciej Ogrodniczuk, Katarzyna Glowinska, Mateusz Kopec, Agata Savary, Magdalena Zawislawska.

• Superior document: Title is part of eBook package: De Gruyter DG Plus eBook-Package 2015
• VerfasserIn: Ogrodniczuk, Maciej ,; Glowinska, Katarzyna,; Kopec, Mateusz,; Zawislawska, Magdalena,
• MitwirkendeR: Głowińska, Katarzyna,; Kopeć, Mateusz,; Nitoń, Bartłomiej,; Ogrodniczuk, Maciej,; Savary, Agata,; Wójcicka, Alicja,; Zawisławska, Magdalena,
• Place / Publishing House: Berlin ;, Boston : : De Gruyter, , [2014]; ©2015
• Year of Publication: 2014
• Language: English
• Physical Description: 1 online resource (284 p.)

‘Coreference’ presents specificities of reference, anaphora and coreference in Polish, establish identity-of-reference annotation model and present methodology used to create the corpus of Polish general nominal coreference. Various resolution approaches are presented, followed by their evaluation. By discussing the subsequent steps of building a coreference-related component of the natural language processing toolset and offering deeper explanation of the decisions taken, this volume might also serve as a reference book on state-of the art methods of carrying out coreference projects for new languages and a tutorial for NLP practitioners.Apart from serving as a description of the fi rst complete approach to annotation and resolution of direct nominal coreference for Polish, this book is a useful starting point for further work on other types of anaphora/coreference, semantic annotation, cognitive linguistics (related to the topic of near-identity, discussed in the book) etc. With extended tutorial-like sections on important subtopics, such as evaluation metrics for coreference resolution, it can prove useful to both researchers and practitioners interested in semantic description of Balto-Slavic languages and their processing, engineers developing language resources, tools and linguistic processing chains, as well as computational linguists in general.

Table of Contents

Frontmatter -- Contents -- Preface -- Part I: Introduction -- 1. Reference, anaphora, coreference -- 2. Polish coreference-related studies -- Part II. Coreference Annotation -- 3. Related work -- 4. Annotation models -- 5. Annotation guidelines -- 6. Annotation methodology -- 7. Annotation tools -- 8. Polish Coreference Corpus -- Part III. Coreference Resolution -- 9. Resolution approaches -- 10. Mention detection -- 11. Rule-based approach -- 12. Statistical approach -- Part IV. Evaluation -- 13. Manual annotation evaluation -- 14. Evaluation approaches -- 15. Evaluation results -- Part V. Summary -- 16. Conclusions -- 17. Perspectives -- Acknowledgements -- Bibliography