The discourse-level structure of empirical abstracts: an exploratory study
Information Processing and Management: an International Journal
Some advances in transformation-based part of speech tagging
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Documentary abstracting: toward a methodological model
Journal of the American Society for Information Science
A trainable document summarizer
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Learning decision tree classifiers
ACM Computing Surveys (CSUR)
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
SimSum: an empirically founded simulation of summarizing
Information Processing and Management: an International Journal
Generating indicative-informative summaries with sumUM
Computational Linguistics - Summarization
An Investigation of Transformation-Based Learning in Discourse
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Architectural elements of language engineering robustness
Natural Language Engineering
Cut and paste based text summarization
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Identifying topics by position
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
μ-TBL lite: a small, extendible Transformation-Based Learner
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
Headline generation based on statistical translation
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Automatic summarising: The state of the art
Information Processing and Management: an International Journal
Abstractive headline generation using WIDL-expressions
Information Processing and Management: an International Journal
Concept identification and presentation in the context of technical text summarization
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
The automatic creation of literature abstracts
IBM Journal of Research and Development
A classification algorithm for predicting the structure of summaries
UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation
Clause Identification Using Entropy Guided Transformation Learning
STIL '09 Proceedings of the 2009 Seventh Brazilian Symposium in Information and Human Language Technology
Unsupervised content discovery from concise summaries
AKBC-WEKEX '12 Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction
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The insertion of linguistic material into document sentences to create new sentences is a common activity in document abstracting. We investigate a transformation-based learning method to simulate this type of operation relevant for text summarization. Our work is framed on a theory of transformation-based abstracting where an initial text summary is transformed into an abstract by the application of a number of rules learnt from a corpus of examples. Our results are as good as recent work on classification-based predicate insertion.