NLPExplorer

Self-Training for Enhancement and Domain Adaptation of Statistical Parsers Trained on Small Datasets

Roi Reichart | Ari Rappoport |

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

Learning Reliable Information for Dependency Parsing Adaptation
Wenliang Chen | Youzheng Wu | Hitoshi Isahara |

When is Self-Training Effective for Parsing?
David McClosky | Eugene Charniak | Mark Johnson |

A Multi-Domain Web-Based Algorithm for POS Tagging of Unknown Words
Shulamit Umansky-Pesin | Roi Reichart | Ari Rappoport |

Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information
Xipeng Qiu | ChaoChao Huang | Xuanjing Huang |

Selection Bias, Label Bias, and Bias in Ground Truth
Anders Søgaard | Barbara Plank | Dirk Hovy |

Sprucing up the trees – Error detection in treebanks
Ines Rehbein | Josef Ruppenhofer |

Self-Training PCFG Grammars with Latent Annotations Across Languages
Zhongqiang Huang | Mary Harper |

Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints
Alexander Rush | Roi Reichart | Michael Collins | Amir Globerson |

Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance
Yftah Ziser | Roi Reichart |

Learning Reliability of Parses for Domain Adaptation of Dependency Parsing
Daisuke Kawahara | Kiyotaka Uchimoto |

Self-training a Constituency Parser using n-gram Trees
Arda Çelebi | Arzucan Özgür |

Exploiting Heterogeneous Treebanks for Parsing
Zheng-Yu Niu | Haifeng Wang | Hua Wu |

Cross Language Dependency Parsing using a Bilingual Lexicon
Hai Zhao | Yan Song | Chunyu Kit | Guodong Zhou |

Confidence Driven Unsupervised Semantic Parsing
Dan Goldwasser | Roi Reichart | James Clarke | Dan Roth |

Partial Parsing from Bitext Projections
Prashanth Mannem | Aswarth Dara |

Dependency Parser Adaptation with Subtrees from Auto-Parsed Target Domain Data
Xuezhe Ma | Fei Xia |

Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
Angeliki Lazaridou | Georgiana Dinu | Marco Baroni |

Demographic Factors Improve Classification Performance
Dirk Hovy |

Strong Baselines for Neural Semi-Supervised Learning under Domain Shift
Sebastian Ruder | Barbara Plank |

Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples
Vidur Joshi | Matthew Peters | Mark Hopkins |

A Comparison of Structural Correspondence Learning and Self-training for Discriminative Parse Selection
Barbara Plank |

ULISSE: an Unsupervised Algorithm for Detecting Reliable Dependency Parses
Felice Dell’Orletta | Giulia Venturi | Simonetta Montemagni |

Unsupervised Linguistically-Driven Reliable Dependency Parses Detection and Self-Training for Adaptation to the Biomedical Domain
Felice Dell’Orletta | Giulia Venturi | Simonetta Montemagni |

Working with a small dataset - semi-supervised dependency parsing for Irish
Teresa Lynn | Jennifer Foster | Mark Dras |

Self-Training for Parsing Learner Text
Aoife Cahill | Binod Gyawali | James Bruno |

Dependency Language Models for Transition-based Dependency Parsing
Juntao Yu | Bernd Bohnet |

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