NLPExplorer

Combining Recurrent and Convolutional Neural Networks for Relation Classification

Ngoc Thang Vu | Heike Adel | Pankaj Gupta | Hinrich Schütze |

Month: June
Year: 2016
Location: San Diego, California
Venue: NAACL |

Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network
Jianfei Yu | Jing Jiang |

Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction
Pankaj Gupta | Hinrich Schütze | Bernt Andrassy |

Exploratory Neural Relation Classification for Domain Knowledge Acquisition
Yan Fan | Chengyu Wang | Xiaofeng He |

Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture
Yuanliang Meng | Anna Rumshisky | Alexey Romanov |

Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification
Heike Adel | Hinrich Schütze |

End-to-End Neural Relation Extraction with Global Optimization
Meishan Zhang | Yue Zhang | Guohong Fu |

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
Yuhao Zhang | Peng Qi | Christopher D. Manning |

Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network
Kim Anh Nguyen | Sabine Schulte im Walde | Ngoc Thang Vu |

Comparing Convolutional Neural Networks to Traditional Models for Slot Filling
Heike Adel | Benjamin Roth | Hinrich Schütze |

Joint Bootstrapping Machines for High Confidence Relation Extraction
Pankaj Gupta | Benjamin Roth | Hinrich Schütze |

Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time
Pankaj Gupta | Subburam Rajaram | Hinrich Schütze | Bernt Andrassy |

A General-Purpose Tagger with Convolutional Neural Networks
Xiang Yu | Agnieszka Falenska | Ngoc Thang Vu |

Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts
Pankaj Gupta | Bernt Andrassy | Hinrich Schütze |

LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation
Pankaj Gupta | Hinrich Schütze |

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Embeddings

Deep Learning

English

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Meta-Knowledge Annotation of Bio-Events

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Classification of modal meaning in negotiation dialogues

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