C4.5: programs for machine learning
C4.5: programs for machine learning
An algorithm for pronominal anaphora resolution
Computational Linguistics
A machine learning approach to coreference resolution of noun phrases
Computational Linguistics - Special issue on computational anaphora resolution
Entity-based cross-document coreferencing using the Vector Space Model
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Evaluating automated and manual acquisition of anaphora resolution strategies
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
A model-theoretic coreference scoring scheme
MUC6 '95 Proceedings of the 6th conference on Message understanding
Improving machine learning approaches to coreference resolution
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Named entity recognition using an HMM-based chunk tagger
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Text and knowledge mining for coreference resolution
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Combining sample selection and error-driven pruning for machine learning of coreference rules
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
The influence of minimum edit distance on reference resolution
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Effective adaptation of a Hidden Markov Model-based named entity recognizer for biomedical domain
BioMed '03 Proceedings of the ACL 2003 workshop on Natural language processing in biomedicine - Volume 13
Using decision trees for conference resolution
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Improving noun phrase coreference resolution by matching strings
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Semi-supervised anaphora resolution in biomedical texts
BioNLP '06 Proceedings of the Workshop on Linking Natural Language Processing and Biology: Towards Deeper Biological Literature Analysis
Statistical anaphora resolution in biomedical texts
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Rule-based information extraction from patients' clinical data
Journal of Biomedical Informatics
Semi-supervised anaphora resolution in biomedical texts
LNLBioNLP '06 Proceedings of the HLT-NAACL BioNLP Workshop on Linking Natural Language and Biology
Supervised models for coreference resolution
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Supervised noun phrase coreference research: the first fifteen years
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Leveraging natural language processing of clinical narratives for phenotype modeling
PIKM '10 Proceedings of the 3rd workshop on Ph.D. students in information and knowledge management
Narrowing the modeling gap: a cluster-ranking approach to coreference resolution
Journal of Artificial Intelligence Research
Journal of Biomedical Informatics
The taming of reconcile as a biomedical coreference resolver
BioNLP Shared Task '11 Proceedings of the BioNLP Shared Task 2011 Workshop
An incremental model for the coreference resolution task of BioNLP 2011
BioNLP Shared Task '11 Proceedings of the BioNLP Shared Task 2011 Workshop
Entity-Based noun phrase coreference resolution
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
An incremental model for coreference resolution with restrictive antecedent accessibility
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Anaphora resolution in biomedical literature: a hybrid approach
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Casting implicit role linking as an anaphora resolution task
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Reference resolution in legal texts
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Law
A constraint-based hypergraph partitioning approach to coreference resolution
Computational Linguistics
Deterministic coreference resolution based on entity-centric, precision-ranked rules
Computational Linguistics
| Hi-index | 0.00 |
Traditionally, coreference resolution is done by mining the reference relationships between NP pairs. However, an individual NP usually lacks adequate description information of its referred entity. In this paper, we propose a supervised learning-based approach which does coreference resolution by exploring the relationships between NPs and coreferential clusters. Compared with individual NPs, coreferential clusters could provide richer information of the entities for better rules learning and reference determination. The evaluation done on MEDLINE data set shows that our approach outperforms the baseline NP-NP based approach in both recall and precision.