NLPExplorer

End-to-end learning of semantic role labeling using recurrent neural networks

Jie Zhou | Wei Xu |

Paper Details:

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

Citations

URL

Multi-view and multi-task training of RST discourse parsers
Chloé Braud | Barbara Plank | Anders Søgaard |

Semi Supervised Preposition-Sense Disambiguation using Multilingual Data
Hila Gonen | Yoav Goldberg |

Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis
Yuichiroh Matsubayashi | Kentaro Inui |

A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware?
Jiaxun Cai | Shexia He | Zuchao Li | Hai Zhao |

A Flexible and Easy-to-use Semantic Role Labeling Framework for Different Languages
Quynh Ngoc Thi Do | Artuur Leeuwenberg | Geert Heyman | Marie-Francine Moens |

Semantic Role Labeling with Neural Network Factors
Nicholas FitzGerald | Oscar Täckström | Kuzman Ganchev | Dipanjan Das |

Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks
Zhen Wang | Tingsong Jiang | Baobao Chang | Zhifang Sui |

Neural Network for Heterogeneous Annotations
Hongshen Chen | Yue Zhang | Qun Liu |

Analyzing Linguistic Knowledge in Sequential Model of Sentence
Peng Qian | Xipeng Qiu | Xuanjing Huang |

Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network
Peng Shi | Zhiyang Teng | Yue Zhang |

Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling
Gakuto Kurata | Bing Xiang | Bowen Zhou | Mo Yu |

A Mention-Ranking Model for Abstract Anaphora Resolution
Ana Marasović | Leo Born | Juri Opitz | Anette Frank |

Dict2vec : Learning Word Embeddings using Lexical Dictionaries
Julien Tissier | Christophe Gravier | Amaury Habrard |

A Joint Sequential and Relational Model for Frame-Semantic Parsing
Bishan Yang | Tom Mitchell |

Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
Diego Marcheggiani | Ivan Titov |

A Span Selection Model for Semantic Role Labeling
Hiroki Ouchi | Hiroyuki Shindo | Yuji Matsumoto |

Towards Semi-Supervised Learning for Deep Semantic Role Labeling
Sanket Vaibhav Mehta | Jay Yoon Lee | Jaime Carbonell |

Transferring Semantic Roles Using Translation and Syntactic Information
Maryam Aminian | Mohammad Sadegh Rasooli | Mona Diab |

context2vec: Learning Generic Context Embedding with Bidirectional LSTM
Oren Melamud | Jacob Goldberger | Ido Dagan |

Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs
Swabha Swayamdipta | Miguel Ballesteros | Chris Dyer | Noah A. Smith |

A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling
Diego Marcheggiani | Anton Frolov | Ivan Titov |

Neural Models of Selectional Preferences for Implicit Semantic Role Labeling
Minh Le | Antske Fokkens |

Right-truncatable Neural Word Embeddings
Jun Suzuki | Masaaki Nagata |

Supervised Open Information Extraction
Gabriel Stanovsky | Julian Michael | Luke Zettlemoyer | Ido Dagan |

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

Neural Network-Based Model for Japanese Predicate Argument Structure Analysis
Tomohide Shibata | Daisuke Kawahara | Sadao Kurohashi |

Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss
Barbara Plank | Anders Søgaard | Yoav Goldberg |

Deep Semantic Role Labeling: What Works and What’s Next
Luheng He | Kenton Lee | Mike Lewis | Luke Zettlemoyer |

Leveraging Knowledge Bases in LSTMs for Improving Machine Reading
Bishan Yang | Tom Mitchell |

Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis
Hiroki Ouchi | Hiroyuki Shindo | Yuji Matsumoto |

Character-Level Models versus Morphology in Semantic Role Labeling
Gözde Gül Şahin | Mark Steedman |

AMR Parsing as Graph Prediction with Latent Alignment
Chunchuan Lyu | Ivan Titov |

TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring
Cancan Jin | Ben He | Kai Hui | Le Sun |

Large-Scale QA-SRL Parsing
Nicholas FitzGerald | Julian Michael | Luheng He | Luke Zettlemoyer |

Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling
Luheng He | Kenton Lee | Omer Levy | Luke Zettlemoyer |

Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information
Sonit Singh |

CU-NLP at SemEval-2016 Task 8: AMR Parsing using LSTM-based Recurrent Neural Networks
William Foland | James H. Martin |

Assessing the Corpus Size vs. Similarity Trade-off for Word Embeddings in Clinical NLP
Kirk Roberts |

A Study of Imitation Learning Methods for Semantic Role Labeling
Travis Wolfe | Mark Dredze | Benjamin Van Durme |

Redefining Context Windows for Word Embedding Models: An Experimental Study
Pierre Lison | Andrey Kutuzov |

Learning Phrase Embeddings from Paraphrases with GRUs
Zhihao Zhou | Lifu Huang | Heng Ji |

Keyphrases Extraction from User-Generated Contents in Healthcare Domain Using Long Short-Term Memory Networks
Ilham Fathy Saputra | Rahmad Mahendra | Alfan Farizki Wicaksono |

Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL?
Emma Strubell | Andrew McCallum |

A Sequence-to-Sequence Model for Semantic Role Labeling
Angel Daza | Anette Frank |

Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell
Pia Sommerauer | Antske Fokkens |

No URLs Found

Field Of Study

Linguistic Trends

Embeddings Syntax

Task

Tagging Chunking Syntactic Parsing Semantic Parsing Named Entity Recognition Information Extraction Question Answering Machine Translation Text Categorization

Approach

Deep Learning

Language

English

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