NLPExplorer

Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem

Jingbo Zhu | Eduard Hovy |

Month: June
Year: 2007
Location: Prague, Czech Republic
Venue: CoNLL | EMNLP |

Bringing Active Learning to Life
Ines Rehbein | Josef Ruppenhofer | Alexis Palmer |

Active Learning for Imbalanced Sentiment Classification
Shoushan Li | Shengfeng Ju | Guodong Zhou | Xiaojun Li |

Taking into Account the Differences between Actively and Passively Acquired Data: The Case of Active Learning with Support Vector Machines for Imbalanced Datasets
Michael Bloodgood | K. Vijay-Shanker |

Using Language Modeling to Select Useful Annotation Data
Dmitriy Dligach | Martha Palmer |

Reducing Annotation Effort on Unbalanced Corpus based on Cost Matrix
Wencan Luo | Diane Litman | Joel Chan |

Active Learning with Rationales for Text Classification
Manali Sharma | Di Zhuang | Mustafa Bilgic |

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

Using Smaller Constituents Rather Than Sentences in Active Learning for Japanese Dependency Parsing
Manabu Sassano | Sadao Kurohashi |

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

Adaptive Scaling for Sparse Detection in Information Extraction
Hongyu Lin | Yaojie Lu | Xianpei Han | Le Sun |

A Method for Stopping Active Learning Based on Stabilizing Predictions and the Need for User-Adjustable Stopping
Michael Bloodgood | K. Vijay-Shanker |

An Intrinsic Stopping Criterion for Committee-Based Active Learning
Fredrik Olsson | Katrin Tomanek |

Using Variance as a Stopping Criterion for Active Learning of Frame Assignment
Masood Ghayoomi |

Reducing the Need for Double Annotation
Dmitriy Dligach | Martha Palmer |

Analysis of Stopping Active Learning based on Stabilizing Predictions
Michael Bloodgood | John Grothendieck |

Experiments on Active Learning for Croatian Word Sense Disambiguation
Domagoj Alagić | Jan Šnajder |

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Word Sense Disambiguation Machine Translation

English

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Arne Mauser | Saša Hasan | Hermann Ney |

Integrating Graph-Based and Transition-Based Dependency Parsers

Joakim Nivre | Ryan McDonald |

A treebank-based study on the influence of Italian word order on parsing performance

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