NLPExplorer

Modelling Annotator Bias with Multi-task Gaussian Processes: An Application to Machine Translation Quality Estimation

Trevor Cohn | Lucia Specia |

Paper Details:

Month: August
Year: 2013
Location: Sofia, Bulgaria
Venue: ACL |

Citations

URL

Machine Translation Quality Estimation Across Domains
José G. C. de Souza | Marco Turchi | Matteo Negri |

Assessing Quality Estimation Models for Sentence-Level Prediction
Hoang Cuong | Jia Xu |

A temporal model of text periodicities using Gaussian Processes
Daniel Preoţiuc-Pietro | Trevor Cohn |

Sentiment Analysis: How to Derive Prior Polarities from SentiWordNet
Marco Guerini | Lorenzo Gatti | Marco Turchi |

Joint Emotion Analysis via Multi-task Gaussian Processes
Daniel Beck | Trevor Cohn | Lucia Specia |

Classifying Tweet Level Judgements of Rumours in Social Media
Michal Lukasik | Trevor Cohn | Kalina Bontcheva |

Predicting and Characterising User Impact on Twitter
Vasileios Lampos | Nikolaos Aletras | Daniel Preoţiuc-Pietro | Trevor Cohn |

When is multitask learning effective? Semantic sequence prediction under varying data conditions
Héctor Martínez Alonso | Barbara Plank |

Learning Kernels over Strings using Gaussian Processes
Daniel Beck | Trevor Cohn |

Modelling Representation Noise in Emotion Analysis using Gaussian Processes
Daniel Beck |

Exploring Prediction Uncertainty in Machine Translation Quality Estimation
Daniel Beck | Lucia Specia | Trevor Cohn |

Adaptive Quality Estimation for Machine Translation
Marco Turchi | Antonios Anastasopoulos | José G. C. de Souza | Matteo Negri |

Bayesian Kernel Methods for Natural Language Processing
Daniel Beck |

Gaussian Processes for Natural Language Processing
Trevor Cohn | Daniel Preoţiuc-Pietro | Neil Lawrence |

Online Multitask Learning for Machine Translation Quality Estimation
José G. C. de Souza | Matteo Negri | Elisa Ricci | Marco Turchi |

Reference Bias in Monolingual Machine Translation Evaluation
Marina Fomicheva | Lucia Specia |

Strong Baselines for Neural Semi-Supervised Learning under Domain Shift
Sebastian Ruder | Barbara Plank |

Combining Minimally-supervised Methods for Arabic Named Entity Recognition
Maha Althobaiti | Udo Kruschwitz | Massimo Poesio |

Learning Structural Kernels for Natural Language Processing
Daniel Beck | Trevor Cohn | Christian Hardmeier | Lucia Specia |

Finding Convincing Arguments Using Scalable Bayesian Preference Learning
Edwin Simpson | Iryna Gurevych |

UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity
Miguel Rios |

SSN_MLRG1 at SemEval-2017 Task 4: Sentiment Analysis in Twitter Using Multi-Kernel Gaussian Process Classifier
Angel Deborah S | S Milton Rajendram | T T Mirnalinee |

SSN_MLRG1 at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis Using Multiple Kernel Gaussian Process Regression Model
Angel Deborah S | S Milton Rajendram | T T Mirnalinee |

SHEF-Lite: When Less is More for Translation Quality Estimation
Daniel Beck | Kashif Shah | Trevor Cohn | Lucia Specia |

Automatically Scoring Freshman Writing: A Preliminary Investigation
Courtney Napoles | Chris Callison-Burch |

Predicting word sense annotation agreement
Héctor Martínez Alonso | Anders Johannsen | Oier Lopez de Lacalle | Eneko Agirre |

Supersense tagging with inter-annotator disagreement
Héctor Martínez Alonso | Anders Johannsen | Barbara Plank |

Field Of Study

Task

Machine Translation

Language

English Spanish

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