NLPExplorer

Rule Writing or Annotation: Cost-efficient Resource Usage for Base Noun Phrase Chunking

Grace Ngai | David Yarowsky |

Month: October
Year: 2000
Location: Hong Kong
Venue: ACL |

Multi-Criteria-Based Strategy to Stop Active Learning for Data Annotation
Jingbo Zhu | Huizhen Wang | Eduard Hovy |

An Approach to Text Corpus Construction which Cuts Annotation Costs and Maintains Reusability of Annotated Data
Katrin Tomanek | Joachim Wermter | Udo Hahn |

Modeling Annotators: A Generative Approach to Learning from Annotator Rationales
Omar Zaidan | Jason Eisner |

How well does active learning actually work? Time-based evaluation of cost-reduction strategies for language documentation.
Jason Baldridge | Alexis Palmer |

Learning a Stopping Criterion for Active Learning for Word Sense Disambiguation and Text Classification
Jingbo Zhu | Huizhen Wang | Eduard Hovy |

Sample Selection for Statistical Parsing
Rebecca Hwa |

Approximating Learning Curves for Active-Learning-Driven Annotation
Katrin Tomanek | Udo Hahn |

An Empirical Study of Active Learning with Support Vector Machines forJapanese Word Segmentation
Manabu Sassano |

Analysis of Selective Strategies to Build a Dependency-Analyzed Corpus
Kiyonori Ohtake |

An Ensemble Method for Selection of High Quality Parses
Roi Reichart | Ari Rappoport |

Multi-Task Active Learning for Linguistic Annotations
Roi Reichart | Katrin Tomanek | Udo Hahn | Ari Rappoport |

Semi-Supervised Active Learning for Sequence Labeling
Katrin Tomanek | Udo Hahn |

Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation
Michael Bloodgood | Chris Callison-Burch |

Evaluating the Impact of Coder Errors on Active Learning
Ines Rehbein | Josef Ruppenhofer |

Real-World Semi-Supervised Learning of POS-Taggers for Low-Resource Languages
Dan Garrette | Jason Mielens | Jason Baldridge |

ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling
Forough Poursabzi-Sangdeh | Jordan Boyd-Graber | Leah Findlater | Kevin Seppi |

Coaxing Confidences from an Old Freind: Probabilistic Classifications from Transformation Rule Lists
Radu Florian | John C. Henderson | Grace Ngai |

On minimizing training corpus for parser acquisition
Rebecca Hwa |

Investigating the Effects of Selective Sampling on the Annotation Task
Ben Hachey | Beatrice Alex | Markus Becker |

Tagging Portuguese with a Spanish Tagger
Jirka Hana | Anna Feldman | Luiz Amaral | Chris Brew |

Efficient Annotation with the Jena ANnotation Environment (JANE)
Katrin Tomanek | Joachim Wermter | Udo Hahn |

Sample Selection for Statistical Parsers: Cognitively Driven Algorithms and Evaluation Measures
Roi Reichart | Ari Rappoport |

Evaluating Automation Strategies in Language Documentation
Alexis Palmer | Taesun Moon | Jason Baldridge |

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