NLPExplorer

Intelligent Selection of Language Model Training Data

Robert C. Moore | William Lewis |

Paper Details:

Month: July
Year: 2010
Location: Uppsala, Sweden
Venue: ACL |

Citations

URL

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

Fast Gated Neural Domain Adaptation: Language Model as a Case Study
Jian Zhang | Xiaofeng Wu | Andy Way | Qun Liu |

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

Efficient Data Selection for Bilingual Terminology Extraction from Comparable Corpora
Amir Hazem | Emmanuel Morin |

Multi-Task Neural Models for Translating Between Styles Within and Across Languages
Xing Niu | Sudha Rao | Marine Carpuat |

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 |

The Imagination of Crowds: Conversational AAC Language Modeling using Crowdsourcing and Large Data Sources
Keith Vertanen | Per Ola Kristensson |

Translation Model Based Cross-Lingual Language Model Adaptation: from Word Models to Phrase Models
Shixiang Lu | Wei Wei | Xiaoyin Fu | Bo Xu |

Monolingual Marginal Matching for Translation Model Adaptation
Ann Irvine | Chris Quirk | Hal Daumé III |

Translation Modeling with Bidirectional Recurrent Neural Networks
Martin Sundermeyer | Tamer Alkhouli | Joern Wuebker | Hermann Ney |

Submodularity for Data Selection in Machine Translation
Katrin Kirchhoff | Jeff Bilmes |

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

Language Modeling with Functional Head Constraint for Code Switching Speech Recognition
Ying Li | Pascale Fung |

Investigating Continuous Space Language Models for Machine Translation Quality Estimation
Kashif Shah | Raymond W. M. Ng | Fethi Bougares | Lucia Specia |

Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction
Marcin Junczys-Dowmunt | Roman Grundkiewicz |

Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models
Shamil Chollampatt | Duc Tam Hoang | Hwee Tou Ng |

Learning to select data for transfer learning with Bayesian Optimization
Sebastian Ruder | Barbara Plank |

Dynamic Data Selection for Neural Machine Translation
Marlies van der Wees | Arianna Bisazza | Christof Monz |

Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora
Hainan Xu | Philipp Koehn |

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

Simple and Effective Approach for Consistent Training of Hierarchical Phrase-based Translation Models
Stephan Peitz | David Vilar | Hermann Ney |

An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering
Charles Chen | Razvan Bunescu |

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

Enhancing the TED-LIUM Corpus with Selected Data for Language Modeling and More TED Talks
Anthony Rousseau | Paul Deléglise | Yannick Estève |

Using BabelNet to Improve OOV Coverage in SMT
Jinhua Du | Andy Way | Andrzej Zydron |

Building a Corpus from Handwritten Picture Postcards: Transcription, Annotation and Part-of-Speech Tagging
Kyoko Sugisaki | Nicolas Wiedmer | Heiko Hausendorf |

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

Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer
Sudha Rao | Joel Tetreault |

Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding
Huasha Zhao | Yi Yang | Qiong Zhang | Luo Si |

Effective Measures of Domain Similarity for Parsing
Barbara Plank | Gertjan van Noord |

An Empirical Investigation of Discounting in Cross-Domain Language Models
Greg Durrett | Dan Klein |

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

Machine Translation Detection from Monolingual Web-Text
Yuki Arase | Ming Zhou |

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

Kneser-Ney Smoothing on Expected Counts
Hui Zhang | David Chiang |

Biases in Predicting the Human Language Model
Alex B. Fine | Austin F. Frank | T. Florian Jaeger | Benjamin Van Durme |

Aspect-Level Cross-lingual Sentiment Classification with Constrained SMT
Patrik Lambert |

Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER
Rudra Murthy | Anoop Kunchukuttan | Pushpak Bhattacharyya |

Sampling Informative Training Data for RNN Language Models
Jared Fernandez | Doug Downey |

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

Domain Control for Neural Machine Translation
Catherine Kobus | Josep Crego | Jean Senellart |

NRC: A Machine Translation Approach to Cross-Lingual Word Sense Disambiguation (SemEval-2013 Task 10)
Marine Carpuat |

Large, Pruned or Continuous Space Language Models on a GPU for Statistical Machine Translation
Holger Schwenk | Anthony Rousseau | Mohammed Attik |

DFKI’s SMT System for WMT 2012
David Vilar |

A Semantic Evaluation of Machine Translation Lexical Choice
Marine Carpuat |

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

Dramatically Reducing Training Data Size Through Vocabulary Saturation
William Lewis | Sauleh Eetemadi |

Length-Incremental Phrase Training for SMT
Joern Wuebker | Hermann Ney |

Hybrid Selection of Language Model Training Data Using Linguistic Information and Perplexity
Antonio Toral |

Controlled Ascent: Imbuing Statistical MT with Linguistic Knowledge
William Lewis | Chris Quirk |

Edinburgh’s Phrase-based Machine Translation Systems for WMT-14
Nadir Durrani | Barry Haddow | Philipp Koehn | Kenneth Heafield |

The RWTH Aachen German-English Machine Translation System for WMT 2014
Stephan Peitz | Joern Wuebker | Markus Freitag | Hermann Ney |

Manawi: Using Multi-Word Expressions and Named Entities to Improve Machine Translation
Liling Tan | Santanu Pal |

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

Unsupervised Adaptation for Statistical Machine Translation
Saab Mansour | Hermann Ney |

Vector Space Models for Phrase-based Machine Translation
Tamer Alkhouli | Andreas Guta | Hermann Ney |

Extracting and Selecting Relevant Corpora for Domain Adaptation in MT
Lars Bungum |

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

Data Selection With Fewer Words
Amittai Axelrod | Philip Resnik | Xiaodong He | Mari Ostendorf |

The RWTH Aachen German-English Machine Translation System for WMT 2015
Jan-Thorsten Peter | Farzad Toutounchi | Joern Wuebker | Hermann Ney |

Investigations on Phrase-based Decoding with Recurrent Neural Network Language and Translation Models
Tamer Alkhouli | Felix Rietig | Hermann Ney |

Incremental Adaptation Strategies for Neural Network Language Models
Alex Ter-Sarkisov | Holger Schwenk | Fethi Bougares | Loïc Barrault |

Stripping Adjectives: Integration Techniques for Selective Stemming in SMT Systems
Isabel Slawik | Jan Niehues | Alex Waibel |

Translation Model Interpolation for Domain Adaptation in TectoMT
Rudolf Rosa | Ondřej Dušek | Michal Novák | Martin Popel |

Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing
Marcin Junczys-Dowmunt | Roman Grundkiewicz |

SHEF-LIUM-NN: Sentence level Quality Estimation with Neural Network Features
Kashif Shah | Fethi Bougares | Loïc Barrault | Lucia Specia |

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

Low-Resource Neural Headline Generation
Ottokar Tilk | Tanel Alumäe |

Automatic Threshold Detection for Data Selection in Machine Translation
Mirela-Stefania Duma | Wolfgang Menzel |

Improving Low-Resource Neural Machine Translation with Filtered Pseudo-Parallel Corpus
Aizhan Imankulova | Takayuki Sato | Mamoru Komachi |

Bi-Directional Neural Machine Translation with Synthetic Parallel Data
Xing Niu | Michael Denkowski | Marine Carpuat |

Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods
Catarina Cruz Silva | Chao-Hong Liu | Alberto Poncelas | Andy Way |

Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data
Marcin Junczys-Dowmunt |

The University of Maryland’s Chinese-English Neural Machine Translation Systems at WMT18
Weijia Xu | Marine Carpuat |

Translation of Biomedical Documents with Focus on Spanish-English
Mirela-Stefania Duma | Wolfgang Menzel |

Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation
Abdul Khan | Subhadarshi Panda | Jia Xu | Lampros Flokas |

MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing
Marcin Junczys-Dowmunt | Roman Grundkiewicz |

evision PDF of 'Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora
Marcin Junczys-Dowmunt |

The JHU Parallel Corpus Filtering Systems for WMT 2018
Huda Khayrallah | Hainan Xu | Philipp Koehn |

Alibaba Submission to the WMT18 Parallel Corpus Filtering Task
Jun Lu | Xiaoyu Lv | Yangbin Shi | Boxing Chen |

No URLs Found

Field Of Study

Task

Machine Translation

Language

English

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