TAILIEUCHUNG - Báo cáo khoa học: "The Summarization Integrated Development Environment"

In this type-II demo, we introduce SIDE1 (the Summarization Integrated Development Environment), an infrastructure that facilitates construction of summaries tailored to the needs of the user. It aims to address the issue that there is no such thing as the perfect summary for all purposes. Rather, the quality of a summary is subjective, task dependent, and possibly specific to a user. The SIDE framework allows users flexibility in determining what they find more useful in a summary, both in terms of structure and content. . | SIDE The Summarization Integrated Development Environment Moonyoung Kang Sourish Chaudhuri Mahesh Joshi Carolyn P. Rosé Carnegie Mellon University 5000 Forbes Avenue Pittsburgh PA 15213 USA moonyoun schaudhu maheshj cprose@ Abstract In this type-II demo we introduce SIDE1 the Summarization Integrated Development Environment an infrastructure that facilitates construction of summaries tailored to the needs of the user. It aims to address the issue that there is no such thing as the perfect summary for all purposes. Rather the quality of a summary is subjective task dependent and possibly specific to a user. The SIDE framework allows users flexibility in determining what they find more useful in a summary both in terms of structure and content. As an educational tool it has been successfully user tested by a class of 21 students in a graduate course on Summarization and Personal Information Management. 1 Introduction A wide range of summarization systems have been developed in the past 40 years beginning with early work in the Library sciences field. To this day a great deal of research in summarization focuses on alternative methods for selecting subsets of text segments based on a variety of forms of rhetorical analysis and relevance rankings. Nevertheless while there is much in common between approaches used for summarization in a variety of contexts each new summarization project tends to include a new system development effort because a general purpose extensible framework for sum 1 The working system can be downloaded from http cprose and a video of an example of SIDE use can be found at http ankara. lti. side . This project is supported by ONR Cognitive and Neural Sciences Division Grant number N000140510043 marization has not been made available. As an example Teufel and Moens 2002 argue that the summarization strategy for scientific articles must be different from news articles because the former focus .

• Báo cáo khoa học
• The Summarization Integrated
• Development Environment
• Moonyoung Kang
• báo cáo khoa học
• báo cáo ngôn ngữ
• xử lý ngôn ngữ tự nhiên
• An Integrated Multi document Summarization Approach
• Word Hierarchical Representation
• You Ouyang
• Wenji Li
• Qin Lu
• Bài giảng Xử lý ngôn ngữ tự nhiên
• Ngôn ngữ tự nhiên
• Kỹ thuật lập trình
• Xử lý nhập nhằng ngữ nghĩa
• Xử lý ngữ nghĩa
• Xử lý ngôn ngữ
• Natural Language Processing
• Ngôn ngữ lập trình
• Nhập nhằng cấu trúc
• Tri thức về ngôn ngữ
• Mô hình ngôn ngữ
• Mô hình n gram
• Dịch máy
• Phương pháp dịch máy
• Hiểu ngôn ngữ
• Phân tích ngữ nghĩa
• Phân loại tin tự động
• Biểu diễn vị từ
• Thuộc tính về sự kiện
• Thuộc tính về sự kiện
• Mô hình ngôn ngữ Google Book N grams
• Mô hình ngôn ngữ KenLM
• Phương pháp làm mịn
• Tách từ tiếng Việt
• Gán nhãn từ loại
• Phân tích cú pháp
• Nghĩa từ vựng
• Phân giải nhập nhằng từ
• Phân loại văn bản
• Lexical chain
• Phản hồi thông tin
• Bài toán PTCP
• Cấu trúc ngữ pháp
• Phân tích cú pháp xác suất
• CKY kết hợp xác suất
• Văn phạm phi ngữ cảnh xác suất
• Hình thái học