NLPExplorer

Discriminative Instance Weighting for Domain Adaptation in Statistical Machine Translation

George Foster | Cyril Goutte | Roland Kuhn |

Paper Details:

Month: October
Year: 2010
Location: Cambridge, MA
Venue: EMNLP |
SIG: SIGDAT

Citations

URL

Latent Domain Translation Models in Mix-of-Domains Haystack
Hoang Cuong | Khalil Sima’an |

A Deep Fusion Model for Domain Adaptation in Phrase-based MT
Nadir Durrani | Hassan Sajjad | Shafiq Joty | Ahmed Abdelali |

A Survey of Domain Adaptation for Neural Machine Translation
Chenhui Chu | Rui Wang |

Domain Adaptation via Pseudo In-Domain Data Selection
Amittai Axelrod | Xiaodong He | Jianfeng Gao |

A New Minimally-Supervised Framework for Domain Word Sense Disambiguation
Stefano Faralli | Roberto Navigli |

Latent Domain Phrase-based Models for Adaptation
Hoang Cuong | Khalil Sima’an |

Importance weighting and unsupervised domain adaptation of POS taggers: a negative result
Barbara Plank | Anders Johannsen | Anders Søgaard |

Motivating Personality-aware Machine Translation
Shachar Mirkin | Scott Nowson | Caroline Brun | Julien Perez |

Perplexity Minimization for Translation Model Domain Adaptation in Statistical Machine Translation
Rico Sennrich |

Dynamic Topic Adaptation for Phrase-based MT
Eva Hasler | Phil Blunsom | Philipp Koehn | Barry Haddow |

Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data
Boxing Chen | Fei Huang |

Evaluation of Machine Translation Performance Across Multiple Genres and Languages
Marlies van der Wees | Arianna Bisazza | Christof Monz |

Applying Pairwise Ranked Optimisation to Improve the Interpolation of Translation Models
Barry Haddow |

Phrase Training Based Adaptation for Statistical Machine Translation
Saab Mansour | Hermann Ney |

Adaptation of Reordering Models for Statistical Machine Translation
Boxing Chen | George Foster | Roland Kuhn |

Latent Domain Word Alignment for Heterogeneous Corpora
Hoang Cuong | Khalil Sima’an |

Discriminative Feature-Tied Mixture Modeling for Statistical Machine Translation
Bing Xiang | Abraham Ittycheriah |

evision PDF of 'Maximum Expected BLEU Training of Phrase and Lexicon Translation Models
Xiaodong He | Li Deng |

Mixing Multiple Translation Models in Statistical Machine Translation
Majid Razmara | George Foster | Baskaran Sankaran | Anoop Sarkar |

Topic Models for Dynamic Translation Model Adaptation
Vladimir Eidelman | Jordan Boyd-Graber | Philip Resnik |

Vector Space Model for Adaptation in Statistical Machine Translation
Boxing Chen | Roland Kuhn | George Foster |

Part-of-speech tagging with antagonistic adversaries
Anders Søgaard |

Adaptation Data Selection using Neural Language Models: Experiments in Machine Translation
Kevin Duh | Graham Neubig | Katsuhito Sudoh | Hajime Tsukada |

Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine Translation
Shixiang Lu | Zhenbiao Chen | Bo Xu |

Adaptive HTER Estimation for Document-Specific MT Post-Editing
Fei Huang | Jian-Ming Xu | Abraham Ittycheriah | Salim Roukos |

New Transfer Learning Techniques for Disparate Label Sets
Young-Bum Kim | Karl Stratos | Ruhi Sarikaya | Minwoo Jeong |

What’s in a Domain? Analyzing Genre and Topic Differences in Statistical Machine Translation
Marlies van der Wees | Arianna Bisazza | Wouter Weerkamp | Christof Monz |

Adapting to All Domains at Once: Rewarding Domain Invariance in SMT
Hoang Cuong | Khalil Sima’an | Ivan Titov |

An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition
Jafar Tanha | Jesse de Does | Katrien Depuydt |

Analysing the Effect of Out-of-Domain Data on SMT Systems
Barry Haddow | Philipp Koehn |

Translating Government Agencies’ Tweet Feeds: Specificities, Problems and (a few) Solutions
Fabrizio Gotti | Philippe Langlais | Atefeh Farzindar |

Edinburgh’s Machine Translation Systems for European Language Pairs
Nadir Durrani | Barry Haddow | Kenneth Heafield | Philipp Koehn |

The (Un)faithful Machine Translator
Ruth Jones | Ann Irvine |

Uses of Monolingual In-Domain Corpora for Cross-Domain Adaptation with Hybrid MT Approaches
An-Chang Hsieh | Hen-Hsen Huang | Hsin-Hsi Chen |

The impact of near domain transfer on biomedical named entity recognition
Nigel Collier | Mai-vu Tran | Ferdinand Paster |

Using Comparable Corpora to Adapt MT Models to New Domains
Ann Irvine | Chris Callison-Burch |

Linear Mixture Models for Robust Machine Translation
Marine Carpuat | Cyril Goutte | George Foster |

Improved Sentence-Level Arabic Dialect Classification
Christoph Tillmann | Saab Mansour | Yaser Al-Onaizan |

Translation Model Adaptation Using Genre-Revealing Text Features
Marlies van der Wees | Arianna Bisazza | Christof Monz |

Five Shades of Noise: Analyzing Machine Translation Errors in User-Generated Text
Marlies van der Wees | Arianna Bisazza | Christof Monz |

Data Selection for IT Texts using Paragraph Vector
Mirela-Stefania Duma | Wolfgang Menzel |

Cost Weighting for Neural Machine Translation Domain Adaptation
Boxing Chen | Colin Cherry | George Foster | Samuel Larkin |

A Pilot Study of Domain Adaptation Effect for Neural Abstractive Summarization
Xinyu Hua | Lu Wang |

Not All Dialogues are Created Equal: Instance Weighting for Neural Conversational Models
Pierre Lison | Serge Bibauw |

What I think when I think about treebanks
Anders Søgaard |

No URLs Found

Field Of Study

Task

Machine Translation

Language

Multilingual Chinese English French

Dataset

Scientific Literature News

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