Introduction to algorithms
TnT: a statistical part-of-speech tagger
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
BLEU: a method for automatic evaluation of machine translation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Feature-rich part-of-speech tagging with a cyclic dependency network
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Probabilistic text structuring: experiments with sentence ordering
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Enriching the knowledge sources used in a maximum entropy part-of-speech tagger
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Modeling local coherence: An entity-based approach
Computational Linguistics
Automatic readability assessment for people with intellectual disabilities
ACM SIGACCESS Accessibility and Computing
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Cognitively motivated features for readability assessment
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Revisiting readability: a unified framework for predicting text quality
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Automatic evaluation of text coherence: models and representations
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
HLT-SRWS '10 Proceedings of the NAACL HLT 2010 Student Research Workshop
A semantic graph-based approach to biomedical summarisation
Artificial Intelligence in Medicine
Text summarisation in progress: a literature review
Artificial Intelligence Review
Resolving ambiguity in biomedical text to improve summarization
Information Processing and Management: an International Journal
Summary evaluation: together we stand NPowER-ed
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Hi-index | 0.00 |
Automated evaluation is crucial in the context of automated text summaries, as is the case with evaluation of any of the language technologies. While the quality of a summary is determined by both content and form of a summary, throughout the literature there has been extensive study on the automatic and semi-automatic evaluation of content of summaries and most such applications have been largely successful. What lacks is a careful investigation of automated evaluation of readability aspects of a summary. In this work we dissect readability into five parameters and try to automate the evaluation of grammaticality of text summaries. We use surface level methods like Ngrams and LCS sequence on POS-tag sequences and chunk-tag sequences to capture acceptable grammatical constructions, and these approaches have produced impressive results. Our results show that it is possible to use relatively shallow features to quantify degree of acceptance of grammaticality.