Communications of the ACM - Special issue on parallelism
Instance-Based Learning Algorithms
Machine Learning
The acquisition of stress: a data-oriented approach
Computational Linguistics - Special issue on computational phonology
IGTree: Using Trees for Compression and Classification in Lazy LearningAlgorithms
Artificial Intelligence Review - Special issue on lazy learning
Machine Learning
Memory-Based Lexical Acquisition and Processing
Proceedings of the Third International EAMT Workshop on Machine Translation and the Lexicon
A probabilistic context-free grammar for disambiguation in morphological parsing
EACL '93 Proceedings of the sixth conference on European chapter of the Association for Computational Linguistics
Parameter optimization for machine-learning of word sense disambiguation
Natural Language Engineering
A Bayesian model for morpheme and paradigm identification
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Memory-Based Learning of morphology with stochastic transducers
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Knowledge-free induction of morphology using latent semantic analysis
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Unsupervised learning of morphology using a novel directed search algorithm: taking the first step
MPL '02 Proceedings of the ACL-02 workshop on Morphological and phonological learning - Volume 6
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
Bootstrapping a multilingual part-of-speech tagger in one person-day
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Ripple Down Rule learning for automated word lemmatisation
AI Communications
Combining Bagging, Boosting and Dagging for Classification Problems
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
A nearest-neighbor approach to the automatic analysis of ancient Greek morphology
CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning
On the use of automatic tools for large scale semantic analyses of causal connectives
DiscAnnotation '04 Proceedings of the 2004 ACL Workshop on Discourse Annotation
Robust ending guessing rules with application to Slavonic languages
ROMAND '04 Proceedings of the 3rd Workshop on RObust Methods in Analysis of Natural Language Data
Memory-based morphological analysis generation and part-of-speech tagging of Arabic
Semitic '05 Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages
A comparison of two different approaches to morphological analysis of Dutch
SIGMorPhon '04 Proceedings of the 7th Meeting of the ACL Special Interest Group in Computational Phonology: Current Themes in Computational Phonology and Morphology
Improved morpho-phonological sequence processing with constraint satisfaction inference
SIGPHON '06 Proceedings of the Eighth Meeting of the ACL Special Interest Group on Computational Phonology and Morphology
A global model for joint lemmatization and part-of-speech prediction
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 1 - Volume 1
An analogical learner for morphological analysis
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Bagging different instead of similar models for regression and classification problems
International Journal of Computer Applications in Technology
Predicting the semantic compositionality of prefix verbs
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Combining bagging, boosting, rotation forest and random subspace methods
Artificial Intelligence Review
Optimal stem identification in presence of suffix list
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
A large portuguese corpus on-line: cleaning and preprocessing
PROPOR'12 Proceedings of the 10th international conference on Computational Processing of the Portuguese Language
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We present a general architecture for efficient and deterministic morphological analysis based on memory-based learning, and apply it to morphological analysis of Dutch. The system makes direct mappings from letters in context to rich categories that encode morphological boundaries, syntactic class labels, and spelling changes. Both precision and recall of labeled morphemes are over 84% on held-out dictionary test words and estimated to be over 93% in free text.