NLPExplorer

Exploring Representation-Learning Approaches to Domain Adaptation

Fei Huang | Alexander Yates |

Month: July
Year: 2010
Location: Uppsala, Sweden
Venue: WS |

Biased Representation Learning for Domain Adaptation
Fei Huang | Alexander Yates |

Online Updating of Word Representations for Part-of-Speech Tagging
Wenpeng Yin | Tobias Schnabel | Hinrich Schütze |

Overcoming the Memory Bottleneck in Distributed Training of Latent Variable Models of Text
Yi Yang | Alexander Yates | Doug Downey |

Employing Word Representations and Regularization for Domain Adaptation of Relation Extraction
Thien Huu Nguyen | Ralph Grishman |

New Transfer Learning Techniques for Disparate Label Sets
Young-Bum Kim | Karl Stratos | Ruhi Sarikaya | Minwoo Jeong |

Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction
Thien Huu Nguyen | Barbara Plank | Ralph Grishman |

Learning Hidden Markov Models with Distributed State Representations for Domain Adaptation
Min Xiao | Yuhong Guo |

FLORS: Fast and Simple Domain Adaptation for Part-of-Speech Tagging
Tobias Schnabel | Hinrich Schütze |

Language Models as Representations for Weakly Supervised NLP Tasks
Fei Huang | Alexander Yates | Arun Ahuja | Doug Downey |

Estimating User Location in Social Media with Stacked Denoising Auto-encoders
Ji Liu | Diana Inkpen |

Tagging Chunking Information Extraction Biomedical

Deep Learning Representation Learning Semi-supervised Learning

English

Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach

Shafiq Joty | Tasnim Mohiuddin |

Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora

Andrius Mudinas | Dell Zhang | Mark Levene |

TwitIE: An Open-Source Information Extraction Pipeline for Microblog Text

Argumentation Mining in User-Generated Web Discourse

Ivan Habernal | Iryna Gurevych |