Entropy Guided Transformation Learning: Algorithms and Applications
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Summary
General ETL Modeling for NLP Tasks and Phrase Chunking for Named Entity Recognition and Semantic Role Labeling are modeled.
- Type
- book
- Published
- 2012-03-14
- Cited by
- 4
- References
- 19
- OpenAlex
- https://openalex.org/W12015211
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:37061504
Keywords
Computer science, Transformation (genetics), Algorithm, Mathematics, Artificial intelligence
References
- Classifier ensembles: Select real-world applications
- A decision-theoretic generalization of on-line learning and an application to boosting
- Boosting random subspace method
- Ensemble diversity measures and their application to thinning
- Transformation Based Learning in the Fast Lane
- The Random Subspace Method for Constructing Decision Forests
- Transformation-Based Error-Driven Learning and Natural Language Processing: A Case Study in Part-of-Speech Tagging
- Managing Diversity in Regression Ensembles
- TnT – A Statistical Part-of-Speech Tagger
- Phrase Chunking Using Entropy Guided Transformation Learning
- Consistency of Random Forests and Other Averaging Classifiers
- Random Forests
- Bagging Predictors
- The TIGER Treebank
- Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition, 2nd Edition
- An Account of the Challenge of Tagging a Reference Corpus for Brazilian Portuguese
- Portuguese Part-of-Speech Tagging Using Entropy Guided Transformation Learning
- Techniques
Cited by
- Boosting Named Entity Recognition with Neural Character Embeddings
- Comparison of named entity recognition methodologies in biomedical documents
- Adapting NER (CRF+LG) for Many Textual Genres
- Aprendizagem profunda para reconhecimento de entidades nomeadas em domínio jurídico
- INDUÇÃO E SELEÇÃO INCREMENTAIS DE ATRIBUTOS NO APRENDIZADO SUPERVISIONADO
- IDENTIFICAÇÃO DE CARACTERES PARA RECONHECIMENTO AUTOMÁTICO DE PLACAS VEICULARES
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