NLPExplorer

A Dependency-Based Neural Network for Relation Classification

Paper Details:

Month: July
Year: 2015
Location: Beijing, China
Venue: ACL | IJCNLP |

Citations

URL

Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks
Xiaotian Jiang | Quan Wang | Peng Li | Bin Wang |

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

Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences
Shiou Tian Hsu | Mandar Chaudhary | Nagiza Samatova |

Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling
Kun Xu | Yansong Feng | Songfang Huang | Dongyan Zhao |

Improved Relation Extraction with Feature-Rich Compositional Embedding Models
Matthew R. Gormley | Mo Yu | Mark Dredze |

A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification
Yunlun Yang | Yunhai Tong | Shulei Ma | Zhi-Hong Deng |

Insertion Position Selection Model for Flexible Non-Terminals in Dependency Tree-to-Tree Machine Translation
Toshiaki Nakazawa | John Richardson | Sadao Kurohashi |

Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures
Lifu Huang | Avirup Sil | Heng Ji | Radu Florian |

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

Improving Sequence to Sequence Neural Machine Translation by Utilizing Syntactic Dependency Information
An Nguyen Le | Ander Martinez | Akifumi Yoshimoto | Yuji Matsumoto |

Expectation-Regulated Neural Model for Event Mention Extraction
Ching-Yun Chang | Zhiyang Teng | Yue Zhang |

Embedding Lexical Features via Low-Rank Tensors
Mo Yu | Mark Dredze | Raman Arora | Matthew R. Gormley |

Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text
Ji Wen | Xu Sun | Xuancheng Ren | Qi Su |

Bidirectional Recurrent Convolutional Neural Network for Relation Classification
Rui Cai | Xiaodong Zhang | Houfeng Wang |

Neural Semantic Role Labeling with Dependency Path Embeddings
Michael Roth | Mirella Lapata |

A Walk-based Model on Entity Graphs for Relation Extraction
Fenia Christopoulou | Makoto Miwa | Sophia Ananiadou |

SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers
Farhad Nooralahzadeh | Lilja Øvrelid | Jan Tore Lønning |

Unsupervised Pre-training With Seq2Seq Reconstruction Loss for Deep Relation Extraction Models
Zhuang Li | Lizhen Qu | Qiongkai Xu | Mark Johnson |

Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction
Joël Legrand | Yannick Toussaint | Chedy Raïssi | Adrien Coulet |

https://code.google.com/p/word2vec/

Field Of Study

Linguistic Trends

Embeddings

Task

Chunking Social Science

Approach

Deep Learning

Similar Papers

An Empirical Study of Self-Disclosure in Spoken Dialogue Systems

Abhilasha Ravichander | Alan W. Black |

NATURAL LANGUAGE PROCESSING IN POLITICAL CAMPAIGNS

Cristina Moise |

Joint Inference and Disambiguation of Implicit Sentiments via Implicature Constraints

Lingjia Deng | Janyce Wiebe | Yoonjung Choi |

Who cares about Sarcastic Tweets? Investigating the Impact of Sarcasm on Sentiment Analysis.

Diana Maynard | Mark Greenwood |

Medical Sentiment Analysis using Social Media: Towards building a Patient Assisted System

Shweta Yadav | Asif Ekbal | Sriparna Saha | Pushpak Bhattacharyya |