NLPExplorer

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing

Hao Zhou | Yue Zhang | Shujian Huang | Jiajun Chen |

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

A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks
Jiang Guo | Wanxiang Che | Haifeng Wang | Ting Liu |

Two Local Models for Neural Constituent Parsing
Zhiyang Teng | Yue Zhang |

Seq2seq Dependency Parsing
Zuchao Li | Jiaxun Cai | Shexia He | Hai Zhao |

Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs
Miguel Ballesteros | Chris Dyer | Noah A. Smith |

Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing
Meishan Zhang | Yue Zhang |

Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data
Eliyahu Kiperwasser | Yoav Goldberg |

Improved Transition-Based Parsing and Tagging with Neural Networks
Chris Alberti | David Weiss | Greg Coppola | Slav Petrov |

Sequence-to-Sequence Learning as Beam-Search Optimization
Sam Wiseman | Alexander M. Rush |

Transition-Based Dependency Parsing with Heuristic Backtracking
Jacob Buckman | Miguel Ballesteros | Chris Dyer |

Globally Normalized Reader
Jonathan Raiman | John Miller |

Incremental Graph-based Neural Dependency Parsing
Xiaoqing Zheng |

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

On Tree-Based Neural Sentence Modeling
Haoyue Shi | Hao Zhou | Jiaze Chen | Lei Li |

Transition-based Spinal Parsing
Miguel Ballesteros | Xavier Carreras |

LibN3L:A Lightweight Package for Neural NLP
Meishan Zhang | Jie Yang | Zhiyang Teng | Yue Zhang |

Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks
Wenduan Xu | Michael Auli | Stephen Clark |

Shift-Reduce CCG Parsing using Neural Network Models
Bharat Ram Ambati | Tejaswini Deoskar | Mark Steedman |

Structured Training for Neural Network Transition-Based Parsing
David Weiss | Chris Alberti | Michael Collins | Slav Petrov |

Transition-Based Neural Word Segmentation
Meishan Zhang | Yue Zhang | Guohong Fu |

Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network
Zhisong Zhang | Hai Zhao | Lianhui Qin |

Neural Word Segmentation with Rich Pretraining
Jie Yang | Yue Zhang | Fei Dong |

Shift-Reduce Constituent Parsing with Neural Lookahead Features
Jiangming Liu | Yue Zhang |

Encoder-Decoder Shift-Reduce Syntactic Parsing
Jiangming Liu | Yue Zhang |

Embeddings

Tagging

Deep Learning Structured Prediction Semi-supervised Learning

English

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 |