An algorithm for pronominal anaphora resolution
Computational Linguistics
On coreferring: coreference in MUC and related annotation schemes
Computational Linguistics
A machine learning approach to coreference resolution of noun phrases
Computational Linguistics - Special issue on computational anaphora resolution
Robust pronoun resolution with limited knowledge
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Improving machine learning approaches to coreference resolution
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Memory-Based Language Processing (Studies in Natural Language Processing)
Memory-Based Language Processing (Studies in Natural Language Processing)
Improving pronoun resolution by incorporating coreferential information of candidates
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
A mention-synchronous coreference resolution algorithm based on the Bell tree
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Exploiting semantic role labeling, WordNet and Wikipedia for coreference resolution
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Two uses of anaphora resolution in summarization
Information Processing and Management: an International Journal
Using coreference for question answering
CorefApp '99 Proceedings of the Workshop on Coreference and its Applications
Understanding the value of features for coreference resolution
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Using decision trees for conference resolution
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
AnCora-CO: Coreferentially annotated corpora for Spanish and Catalan
Language Resources and Evaluation
Coreference resolution across corpora: languages, coding schemes, and preprocessing information
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Multiobjective simulated annealing based approach for feature selection in anaphora resolution
DAARC'11 Proceedings of the 8th international conference on Anaphora Processing and Applications
Can projected chains in parallel corpora help coreference resolution?
DAARC'11 Proceedings of the 8th international conference on Anaphora Processing and Applications
Coreference resolution using tree CRFs
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Elliphant: improved automatic detection of zero subjects and impersonal constructions in Spanish
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Coreference resolution: an empirical study based on SemEval-2010 shared Task 1
Language Resources and Evaluation
| Hi-index | 0.00 |
All automated coreference resolution systems consider a number of features, such as head noun, NP type, gender, or number. Although the particular features used is one of the key factors for determining performance, they have not received much attention, especially for languages other than English. This paper delves into a considerable number of pairwise comparison features for coreference, including old and novel features, with a special focus on the Spanish language. We consider the contribution of each of the features as well as the interaction between them. In addition, given the problem of class imbalance in coreference resolution, we analyze the effect of sample selection. From the experiments with TiMBL (Tilburg Memory-Based Learner) on the AnCora corpus, interesting conclusions are drawn from both linguistic and computational perspectives.