NLPExplorer

Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout

Yi Yang | Jacob Eisenstein |

Month: June
Year: 2014
Location: Baltimore, Maryland
Venue: ACL |

Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification
Jianfei Yu | Jing Jiang |

Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
Ruidan He | Wee Sun Lee | Hwee Tou Ng | Daniel Dahlmeier |

Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification
Jianfei Yu | Jing Jiang |

Unsupervised Multi-Domain Adaptation with Feature Embeddings
Yi Yang | Jacob Eisenstein |

Part-of-Speech Tagging for Historical English
Yi Yang | Jacob Eisenstein |

Pivot Based Language Modeling for Improved Neural Domain Adaptation
Yftah Ziser | Roi Reichart |

A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features
Jianfei Yu | Jing Jiang |

Bi-Transferring Deep Neural Networks for Domain Adaptation
Guangyou Zhou | Zhiwen Xie | Jimmy Xiangji Huang | Tingting He |

Embeddings

Tagging

Deep Learning Structured Prediction Representation Learning Semi-supervised Learning

English

News Biographies Social Media

Expectation-Regulated Neural Model for Event Mention Extraction

Ching-Yun Chang | Zhiyang Teng | Yue Zhang |

Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora

Andrius Mudinas | Dell Zhang | Mark Levene |

A Joint Model of Conversational Discourse Latent Topics on Microblogs

Jing Li | Yan Song | Zhongyu Wei | Kam-Fai Wong |

Argumentation Mining in User-Generated Web Discourse

Ivan Habernal | Iryna Gurevych |