Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Corpus-based statistical screening for content-bearing terms
Journal of the American Society for Information Science and Technology
Human evaluation of Kea, an automatic keyphrasing system
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
A language model approach to keyphrase extraction
MWE '03 Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment - Volume 18
Thesaurus based automatic keyphrase indexing
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Domain-specific keyphrase extraction
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Coherent keyphrase extraction via web mining
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Whetting the appetite of scientists: producing summaries tailored to the citation context
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
CollabRank: towards a collaborative approach to single-document keyphrase extraction
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Single document keyphrase extraction using neighborhood knowledge
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
The impact of document structure on keyphrase extraction
Proceedings of the 18th ACM conference on Information and knowledge management
Re-examining automatic keyphrase extraction approaches in scientific articles
MWE '09 Proceedings of the Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications
Exploiting neighborhood knowledge for single document summarization and keyphrase extraction
ACM Transactions on Information Systems (TOIS)
A parametric methodology for text classification
Journal of Information Science
SemEval-2010 task 5: Automatic keyphrase extraction from scientific articles
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SJTULTLAB: Chunk based method for keyphrase extraction
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
WINGNUS: Keyphrase extraction utilizing document logical structure
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
KX: A flexible system for keyphrase extraction
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
UNPMC: Naïve approach to extract keyphrases from scientific articles
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SEERLAB: A system for extracting key phrases from scholarly documents
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SZTERGAK: Feature engineering for keyphrase extraction
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Automatic keyphrase extraction via topic decomposition
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Evaluating N-gram based evaluation metrics for automatic keyphrase extraction
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Conundrums in unsupervised keyphrase extraction: making sense of the state-of-the-art
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Learning to annotate scientific publications
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Automatic keyphrase extraction by bridging vocabulary gap
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Introduction to linked data and its lifecycle on the web
RW'11 Proceedings of the 7th international conference on Reasoning web: semantic technologies for the web of data
SCMS: semantifying content management systems
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part II
Learning to extract coherent keyphrases from online news
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Exploratory class-imbalanced and non-identical data distribution in automatic keyphrase extraction
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
EKAW'12 Proceedings of the 18th international conference on Knowledge Engineering and Knowledge Management
Logical Structure Recovery in Scholarly Articles with Rich Document Features
International Journal of Digital Library Systems
Automatic keyphrase annotation of scientific documents using Wikipedia and genetic algorithms
Journal of Information Science
Introduction to linked data and its lifecycle on the web
RW'13 Proceedings of the 9th international conference on Reasoning Web: semantic technologies for intelligent data access
Automatic keyphrase extraction from scientific articles
Language Resources and Evaluation
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We present a keyphrase extraction algorithm for scientific publications. Different from previous work, we introduce features that capture the positions of phrases in document with respect to logical sections found in scientific discourse. We also introduce features that capture salient morphological phenomena found in scientific keyphrases, such as whether a candidate keyphrase is an acronyms or uses specific terminologically productive suffixes. We have implemented these features on top of a baseline feature set used by Kea [1]. In our evaluation using a corpus of 120 scientific publications multiply annotated for keyphrases, our system significantly outperformed Kea at the p