TAILIEUCHUNG - Báo cáo khoa học: "Behind the Article: Recognizing Dialog Acts in Wikipedia Talk Pages"

In this paper, we propose an annotation schema for the discourse analysis of Wikipedia Talk pages aimed at the coordination efforts for article improvement. We apply the annotation schema to a corpus of 100 Talk pages from the Simple English Wikipedia and make the resulting dataset freely available for download1 . Furthermore, we perform automatic dialog act classification on Wikipedia discussions and achieve an average F1 -score of with our classification pipeline. | Behind the Article Recognizing Dialog Acts in Wikipedia Talk Pages Oliver Ferschkf- Iryna Gurevych and Yevgen Chebotar f Ubiquitous Knowledge Processing Lab UKP-DIPF German Institute for Educational Research and Educational Information ị Ubiquitous Knowledge Processing Lab UKP-TUDA Department of Computer Science Technische Universitat Darmstadt http Abstract In this paper we propose an annotation schema for the discourse analysis of Wikipedia Talk pages aimed at the coordination efforts for article improvement. We apply the annotation schema to a corpus of 100 Talk pages from the Simple English Wikipedia and make the resulting dataset freely available for download1. Furthermore we perform automatic dialog act classification on Wikipedia discussions and achieve an average Fl-score of with our classification pipeline. 1 Introduction Over the past decade the paradigm of information sharing in the web has shifted towards participatory and collaborative content production. Texts are no longer exclusively prepared by individuals and then shared with the community. They are increasingly created collaboratively by multiple authors and iteratively revised by the community. When researchers first conducted surveys on professional writers in the 1980s they found that the collaborative writing process differs considerably from the way individual writing is done Posner and Baecker 1992 . In joint writing the writers have to externalize processes that are otherwise not made explicit like the planning and the organization of the text. The authors have to communicate how the text should be written and what exactly it should contain. Today many tools are available that support collaborative writing. A tool that has particularly taken hold is the Wiki a web-based asyn 1http data wikidiscourse chronous co-authoring tool. A unique characteristic of Wikis is the documentation of the edit history which keeps track of every change that

• Báo cáo khoa học
• Behind the Article
• Recognizing Dialog Acts
• Wikipedia Talk Pages
• scientific reports
• model language
• process natural language
• báo cáo hóa học
• công trình nghiên cứu về hóa học
• tài liệu về hóa học
• cách trình bày báo cáo
• Getting into the mood
• style for scientific
• fundamentals of building
• scientific article
• Getting started
• reasoning behind
• Dialog Control
• Natural Language System
• Dialog Control in a Natural Language System
• Expanding the Horizons
• Natural Language Interfaces
• Phil Hayes
• PROSPECTS OR PRACTICAL
• NATURAL LANGUAGE SYSTEMS
• Workshops
• NATURAL LANGUAGE
• INTERACTION WITH MACHINES
• Long Papers
• COMPUTER INTEBFACE DESIGN MURRAY TUROFF DEPARTMENT OF COMPUTER
• IiVFORMATION SCIENCE IIEW JERSEY INSTITUTE OF TECHNOLOGY
• EVALUATION OF NATURAL LANGUAGE
• INTERFACES TO DATABASE SYSTEMS
• A PANEL DISCUSSION
• database query system
• J
• Norwood Crout
• INTERFACES TO DATA BASE SYSTEMS
• Bozena Henisz
• INTERPRETING NATURAL LANGUAGE
• DATABASE UPDATES
• S
• Jermld Kaplan Jim David
• TRANSPORTABLE NATURAL LANGUAGE
• INTERFACES TO DATABASES
• Gary G
• Hendrlx and William H
• Lewis
• DATABASES THEORETICAL
• TECHNICAL ISSUES
• TRANSPORTABLE NATURAL LANGUAGE INTERFACES
• PROBLEMS AND TECHNIQUES
• Barbara J
• Grosz
• THEORETICAL TECHNICAL ISSUES
• NATURAL LANGUAGE ACCESS TO DATABASES
• R
• Petrick
• Domain Independent
• Database Access Systems
• ISSUES IN NATURAL LANGUAGE
• ACCESS TO DATABASES
• A LOGIC PROGRAMMING PERSPECTIVE
• Sharon C
• Salveter David Maier
• PLANNING NATURAL LANGUAGE
• EXPRESSIONS REFERRING
• Douglas E
• Appelt
• THE TEXT SYSTEM
• NATURAL LANGUAGE GENERATION
• Kathleen R
• M
• MENTING A DATABASE
• KNOWLEDGE REPRESENTATION
• THE KEY TO THE SELECTION PROBLEM
• E
• Jeffrey Conklin David D
• McDonald
• A KNOWLEDGE ENGINEERING
• NATURAL LANGUAGE UNDERSTANDING
• Stuart C
• Shapiro
• NATURAL LANGUAGE TEXTS
• NECESSARILY GRAMMATICAL
• EVEN COMPLETE
• UNGRAMHATICALITY
• EXTRA GRAMMATICALITY
• NATURAL LANGUAGE UNDERSTANDING SYSTEMS
• Taxonomy
• Descriptions
• Individuals in Natural
• Language Understanding
• The Use of Ooject Special Knowledge
• Natural Language Processing
• Mark H
• Bursteln