C4.5: programs for machine learning
C4.5: programs for machine learning
Corpus-driven knowledge acquisition for discourse analysis
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Japanese discourse and the process of centering
Computational Linguistics
ANLC '92 Proceedings of the third conference on Applied natural language processing
A centering approach to pronouns
ACL '87 Proceedings of the 25th annual meeting on Association for Computational Linguistics
Intention-based segmentation: human reliability and correlation with linguistic cues
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
A language-independent anaphora resolution system for understanding multilingual texts
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Evaluating discourse processing algorithms
ACL '89 Proceedings of the 27th annual meeting on Association for Computational Linguistics
Multi-paragraph segmentation of expository text
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Customizing and evaluating a multilingual discourse module
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
SRA: description of the SOLOMON system as used for MUC-5
MUC5 '93 Proceedings of the 5th conference on Message understanding
Outstanding Issues in Anaphora Resolution (Invited Talk)
CICLing '01 Proceedings of the Second International Conference on Computational Linguistics and Intelligent Text Processing
A New, Fully Automatic Version of Mitkov's Knowledge-Poor Pronoun Resolution Method
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Bottom-up relational learning of pattern matching rules for information extraction
The Journal of Machine Learning Research
An empirically based system for processing definite descriptions
Computational Linguistics
Introduction to the special issue on computational anaphora resolution
Computational Linguistics - Special issue on computational anaphora resolution
A machine learning approach to coreference resolution of noun phrases
Computational Linguistics - Special issue on computational anaphora resolution
Empirical studies in discourse
Computational Linguistics
Discourse segmentation by human and automated means
Computational Linguistics
Learning rules for information extraction
Natural Language Engineering
Constituent-based accent prediction
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Feasibility study for ellipsis resolution in dialogues by machine-learning technique
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Identifying anaphoric and non-anaphoric noun phrases to improve coreference resolution
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Evaluation tool for rule-based anaphora resolution methods
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Improving machine learning approaches to coreference resolution
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Applying Co-Training to reference resolution
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Coreference resolution using competition learning approach
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Integration of referential scope limitations into Japanese pronoun resolution
SIGDIAL '01 Proceedings of the Second SIGdial Workshop on Discourse and Dialogue - Volume 16
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
Using the web in machine learning for other-anaphora resolution
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Japanese zero pronoun resolution based on ranking rules and machine learning
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Adaptive information extraction
ACM Computing Surveys (CSUR)
Machine learning for coreference resolution: from local classification to global ranking
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Bootstrapping path-based pronoun resolution
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Kernel-based pronoun resolution with structured syntactic knowledge
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
An NP-cluster based approach to coreference resolution
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Optimizing algorithms for pronoun resolution
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Ontology learning: state of the art and open issues
Information Technology and Management
NaLIX: A generic natural language search environment for XML data
ACM Transactions on Database Systems (TODS)
A modular information extraction system
Intelligent Data Analysis
Learning Coreference Resolution for Portuguese Texts
PROPOR '08 Proceedings of the 8th international conference on Computational Processing of the Portuguese Language
A twin-candidate model for learning-based anaphora resolution
Computational Linguistics
Learning-based pronoun resolution for Turkish with a comparative evaluation
Computer Speech and Language
Translation-based steganography
Journal of Computer Security - Best papers of the Sec Track at the 2006 ACM Symposium
Coreference systems based on kernels methods
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Corpus-based anaphora resolution towards antecedent preference
CorefApp '99 Proceedings of the Workshop on Coreference and its Applications
Supervised ranking for pronoun resolution: some recent improvements
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Cue phrase classification using machine learning
Journal of Artificial Intelligence Research
Capturing salience with a trainable cache model for zero-anaphora resolution
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Employing the centering theory in pronoun resolution from the semantic perspective
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Comparison of classification and ranking approaches to pronominal anaphora resolution in Czech
SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Applying backpropagation networks to anaphor resolution
DAARC'07 Proceedings of the 6th discourse anaphora and anaphor resolution conference on Anaphora: analysis, algorithms and applications
Evaluating hybrid versus data-driven coreference resolution
DAARC'07 Proceedings of the 6th discourse anaphora and anaphor resolution conference on Anaphora: analysis, algorithms and applications
Supervised noun phrase coreference research: the first fifteen years
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Aiding pronoun translation with co-reference resolution
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
A global relaxation labeling approach to coreference resolution
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Narrowing the modeling gap: a cluster-ranking approach to coreference resolution
Journal of Artificial Intelligence Research
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Improving noun phrase coreference resolution by matching strings
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Learning the information status of noun phrases in spoken dialogues
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Can projected chains in parallel corpora help coreference resolution?
DAARC'11 Proceedings of the 8th international conference on Anaphora Processing and Applications
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing 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
Ensemble-based coreference resolution
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
A constraint-based hypergraph partitioning approach to coreference resolution
Computational Linguistics
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We describe one approach to build an automatically trainable anaphora resolution system. In this approach, we use Japanese newspaper articles tagged with discourse information as training examples for a machine learning algorithm which employs the C4.5 decision tree algorithm by Quinlan (Quinlan, 1993). Then, we evaluate and compare the results of several variants of the machine learning-based approach with those of our existing anaphora resolution system which uses manually-designed knowledge sources. Finally, we compare our algorithms with existing theories of anaphora, in particular, Japanese zero pronouns.