NLPExplorer

Unsupervised Induction of Semantic Roles

Joel Lang | Mirella Lapata |

Month: June
Year: 2010
Location: Los Angeles, California
Venue: NAACL |

Global Methods for Cross-lingual Semantic Role and Predicate Labelling
Lonneke van der Plas | Marianna Apidianaki | Chenhua Chen |

Unsupervised Semantic Role Induction with Graph Partitioning
Joel Lang | Mirella Lapata |

Improving NLP through Marginalization of Hidden Syntactic Structure
Jason Naradowsky | Sebastian Riedel | David Smith |

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

A Bayesian Approach to Unsupervised Semantic Role Induction
Ivan Titov | Alexandre Klementiev |

Inducing Example-based Semantic Frames from a Massive Amount of Verb Uses
Daisuke Kawahara | Daniel Peterson | Octavian Popescu | Martha Palmer |

Subcategorisation Acquisition from Raw Text for a Free Word-Order Language
Will Roberts | Markus Egg | Valia Kordoni |

Semi-Supervised Semantic Role Labeling via Structural Alignment
Hagen Fürstenau | Mirella Lapata |

Similarity-Driven Semantic Role Induction via Graph Partitioning
Joel Lang | Mirella Lapata |

Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework
Ivan Titov | Ehsan Khoddam |

Template-Based Information Extraction without the Templates
Nathanael Chambers | Dan Jurafsky |

Unsupervised Semantic Role Induction via Split-Merge Clustering
Joel Lang | Mirella Lapata |

A Bayesian Model for Unsupervised Semantic Parsing
Ivan Titov | Alexandre Klementiev |

Scaling up Automatic Cross-Lingual Semantic Role Annotation
Lonneke van der Plas | Paola Merlo | James Henderson |

Crosslingual Induction of Semantic Roles
Ivan Titov | Alexandre Klementiev |

Learning to Extract International Relations from Political Context
Brendan O’Connor | Brandon M. Stewart | Noah A. Smith |

Cross-lingual Transfer of Semantic Role Labeling Models
Mikhail Kozhevnikov | Ivan Titov |

Cross-Lingual SRL Based upon Universal Dependencies
Ondřej Pražák | Miloslav Konopík |

Bootstrapping Semantic Role Labelers from Parallel Data
Mikhail Kozhevnikov | Ivan Titov |

Semantic Frames and Visual Scenes: Learning Semantic Role Inventories from Image and Video Descriptions
Ekaterina Shutova | Andreas Wundsam | Helen Yannakoudakis |

Coarse Lexical Frame Acquisition at the Syntax–Semantics Interface Using a Latent-Variable PCFG Model
Laura Kallmeyer | Behrang QasemiZadeh | Jackie Chi Kit Cheung |

Unsupervised Induction of Frame-Semantic Representations
Ashutosh Modi | Ivan Titov | Alexandre Klementiev |

Unsupervised frame based Semantic Role Induction: application to French and English
Alejandra Lorenzo | Christophe Cerisara |

Unsupervised structured semantic inference for spoken dialog reservation tasks
Alejandra Lorenzo | Lina Rojas-Barahona | Christophe Cerisara |

Instrument subjects without Instrument role
Elisabetta Ježek | Rossella Varvara |

No URLs Found

Information Extraction Summarization Machine Translation

Graphical Model Semi-supervised Learning

English

The MADAR Arabic Dialect Corpus and Lexicon

Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP

Edoardo Maria Ponti | Roi Reichart | Anna Korhonen | Ivan Vulić |

One-Shot Neural Cross-Lingual Transfer for Paradigm Completion

Katharina Kann | Ryan Cotterell | Hinrich Schütze |

Improving Arabic-Chinese Statistical Machine Translation using English as Pivot Language

Nizar Habash | Jun Hu |

A Comparative Study of Minimally Supervised Morphological Segmentation