A statistical approach to machine translation
Computational Linguistics
Automatic text structuring and summarization
Information Processing and Management: an International Journal - Special issue: methods and tools for the automatic construction of hypertext
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
The mathematics of statistical machine translation: parameter estimation
Computational Linguistics - Special issue on using large corpora: II
Automated text summarization and the SUMMARIST system
TIPSTER '98 Proceedings of a workshop on held at Baltimore, Maryland: October 13-15, 1998
Automatic title generation for spoken broadcast news
HLT '01 Proceedings of the first international conference on Human language technology research
A new probabilistic model for title generation
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
The effect of title term suggestion on e-commerce sites
Proceedings of the 10th ACM workshop on Web information and data management
Title generation for machine-translated documents
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Generic title labeling for clustered documents
Expert Systems with Applications: An International Journal
Toward generic title generation for clustered documents
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
| Hi-index | 0.00 |
Our prototype automatic title generation system inspired by statistical machine-translation approaches [1] treats the document title like a translation of the document. Titles can be generated without extracting words from the document. A large corpus of documents with human-assigned titles is required for training title "translation" models. On an f1 evaluation score our approach outperformed another approach based on Bayesian probability estimates [7].