NLPExplorer

Composition of Word Representations Improves Semantic Role Labelling

Michael Roth | Kristian Woodsend |

Month: October
Year: 2014
Location: Doha, Qatar
Venue: EMNLP |
SIG: SIGDAT

K-SRL: Instance-based Learning for Semantic Role Labeling
Alan Akbik | Yunyao Li |

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 |

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

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

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 |

Corpus-Driven Thematic Hierarchy Induction
Ilia Kuznetsov | Iryna Gurevych |

Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction
Mo Yu | Matthew R. Gormley | Mark Dredze |

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

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

Learning Composition Models for Phrase Embeddings
Mo Yu | Mark Dredze |

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

DynamicPower at SemEval-2016 Task 8: Processing syntactic parse trees with a Dynamic Semantics core
Alastair Butler |

Implicit Semantic Roles in a Multilingual Setting
Jennifer Sikos | Yannick Versley | Anette Frank |

Learning distributed event representations with a multi-task approach
Xudong Hong | Asad Sayeed | Vera Demberg |

Parsing Software Requirements with an Ontology-based Semantic Role Labeler
Michael Roth | Ewan Klein |

QGASP: a Framework for Question Generation Based on Different Levels of Linguistic Information
Hugo Patinho Rodrigues | Luísa Coheur | Eric Nyberg |

Natural Language Programing with Automatic Code Generation towards Solving Addition-Subtraction Word Problems
Sourav Mandal | Sudip Kumar Naskar |

Accurate semantic textual similarity for cleaning noisy parallel corpora using semantic machine translation evaluation metric: The NRC supervised submissions to the Parallel Corpus Filtering task
Chi-kiu Lo | Michel Simard | Darlene Stewart | Samuel Larkin | Cyril Goutte | Patrick Littell |

Embeddings Syntax

Tagging

Bayesian Model Unsupervised Learning

Multilingual English

Enriching Word Vectors with Subword Information

Piotr Bojanowski | Edouard Grave | Armand Joulin | Tomas Mikolov |

Knowledge-Rich Morphological Priors for Bayesian Language Models

Victor Chahuneau | Noah A. Smith | Chris Dyer |

Semi-supervised Structured Prediction with Neural CRF Autoencoder

A Survey of Arabic Named Entity Recognition and Classification

Khaled Shaalan |