NLPExplorer

Efficient Inference and Structured Learning for Semantic Role Labeling

Oscar Täckström | Kuzman Ganchev | Dipanjan Das |

Year: 2015

Venue: TACL |

Facing the most difficult case of Semantic Role Labeling: A collaboration of word embeddings and co-training
Quynh Ngoc Thi Do | Steven Bethard | Marie-Francine Moens |

Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking
Alexandre Kabbach | Corentin Ribeyre | Aurélie Herbelot |

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

Joint A* CCG Parsing and Semantic Role Labelling
Mike Lewis | Luheng He | Luke Zettlemoyer |

Any-language frame-semantic parsing
Anders Johannsen | Héctor Martínez Alonso | Anders Søgaard |

Distributed Representations for Unsupervised Semantic Role Labeling
Kristian Woodsend | Mirella Lapata |

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

Valency-Augmented Dependency Parsing
Tianze Shi | Lillian Lee |

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

DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers
Jesse Dunietz | Jaime Carbonell | Lori Levin |

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

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

Semi-automatic Korean FrameNet Annotation over KAIST Treebank
Younggyun Hahm | Jiseong Kim | Sunggoo Kwon | Key-Sun Choi |

Learning Joint Semantic Parsers from Disjoint Data
Hao Peng | Sam Thomson | Swabha Swayamdipta | Noah A. Smith |

End-to-end learning of semantic role labeling using recurrent neural networks
Jie Zhou | Wei Xu |

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

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

Context-aware Frame-Semantic Role Labeling
Michael Roth | Mirella Lapata |

Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical Resources
Silvana Hartmann | Judith Eckle-Kohler | Iryna Gurevych |

Automatically Tagging Constructions of Causation and Their Slot-Fillers
Jesse Dunietz | Lori Levin | Jaime Carbonell |

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

Boosting Information Extraction Systems with Character-level Neural Networks and Free Noisy Supervision
Philipp Meerkamp | Zhengyi Zhou |

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 |

Syntax

Tagging Semantic Parsing

English

Creating and Exploiting Multimodal Annotated Corpora

Philippe Blache | Roxane Bertrand | Gaëlle Ferré |

Ends-based Dialogue Processing

The OTIM Formal Annotation Model: A Preliminary Step before Annotation Scheme

Exploiting Lexical Regularities in Designing Natural Language Systems

Boris Katz | Beth Levin |

THE INTONATIONAL STRUCTURING OF DISCOURSE

Julia Hirschberg | Janet Pierrehumbert |