NLPExplorer

Fast and Robust Neural Network Joint Models for Statistical Machine Translation

Paper Details:

Month: June
Year: 2014
Location: Baltimore, Maryland
Venue: ACL |

Citations

URL

Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings
Francisco Guzmán | Houda Bouamor | Ramy Baly | Nizar Habash |

Phrase-based Machine Translation using Multiple Preordering Candidates
Yusuke Oda | Taku Kudo | Tetsuji Nakagawa | Taro Watanabe |

Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings
Peyman Passban | Qun Liu | Andy Way |

Neural Machine Translation with Supervised Attention
Lemao Liu | Masao Utiyama | Andrew Finch | Eiichiro Sumita |

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

What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation
Fabian Hirschmann | Jinseok Nam | Johannes Fürnkranz |

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

A Fast and Accurate Dependency Parser using Neural Networks
Danqi Chen | Christopher Manning |

Pre-Computable Multi-Layer Neural Network Language Models
Jacob Devlin | Chris Quirk | Arul Menezes |

Auto-Sizing Neural Networks: With Applications to n-gram Language Models
Kenton Murray | David Chiang |

A Discriminative Training Procedure for Continuous Translation Models
Quoc-Khanh Do | Alexandre Allauzen | François Yvon |

Molding CNNs for text: non-linear, non-consecutive convolutions
Tao Lei | Regina Barzilay | Tommi Jaakkola |

Transducer Disambiguation with Sparse Topological Features
Gonzalo Iglesias | Adrià de Gispert | Bill Byrne |

Learning to Translate for Multilingual Question Answering
Ferhan Ture | Elizabeth Boschee |

Neural Text Generation from Structured Data with Application to the Biography Domain
Rémi Lebret | David Grangier | Michael Auli |

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

Neural Machine Translation Leveraging Phrase-based Models in a Hybrid Search
Leonard Dahlmann | Evgeny Matusov | Pavel Petrushkov | Shahram Khadivi |

A Systematic Study of Neural Discourse Models for Implicit Discourse Relation
Attapol Rutherford | Vera Demberg | Nianwen Xue |

A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions
Antonio Toral | Víctor M. Sánchez-Cartagena |

An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters
Matthieu Labeau | Alexandre Allauzen |

Incremental Recurrent Neural Network Dependency Parser with Search-based Discriminative Training
Majid Yazdani | James Henderson |

Deep Neural Language Models for Machine Translation
Thang Luong | Michael Kayser | Christopher D. Manning |

Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipe
Milan Straka | Jana Straková |

When and why are log-linear models self-normalizing?
Jacob Andreas | Dan Klein |

I Can Has Cheezburger? A Nonparanormal Approach to Combining Textual and Visual Information for Predicting and Generating Popular Meme Descriptions
William Yang Wang | Miaomiao Wen |

The Geometry of Statistical Machine Translation
Aurelien Waite | Bill Byrne |

A Word Embedding Approach to Predicting the Compositionality of Multiword Expressions
Bahar Salehi | Paul Cook | Timothy Baldwin |

Morphological Modeling for Machine Translation of English-Iraqi Arabic Spoken Dialogs
Katrin Kirchhoff | Yik-Cheung Tam | Colleen Richey | Wen Wang |

Fast and Accurate Preordering for SMT using Neural Networks
Adrià de Gispert | Gonzalo Iglesias | Bill Byrne |

Two/Too Simple Adaptations of Word2Vec for Syntax Problems
Wang Ling | Chris Dyer | Alan W. Black | Isabel Trancoso |

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

An Empirical Evaluation of Noise Contrastive Estimation for the Neural Network Joint Model of Translation
Colin Cherry |

Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks
Wenduan Xu | Michael Auli | Stephen Clark |

Dynamic Feature Induction: The Last Gist to the State-of-the-Art
Jinho D. Choi |

LSTM Neural Reordering Feature for Statistical Machine Translation
Yiming Cui | Shijin Wang | Jianfeng Li |

Simple, Fast Noise-Contrastive Estimation for Large RNN Vocabularies
Barret Zoph | Ashish Vaswani | Jonathan May | Kevin Knight |

Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders
Simon Šuster | Ivan Titov | Gertjan van Noord |

Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach
William Yang Wang | William W. Cohen |

Pairwise Neural Machine Translation Evaluation
Francisco Guzmán | Shafiq Joty | Lluís Màrquez | Preslav Nakov |

Non-linear Learning for Statistical Machine Translation
Shujian Huang | Huadong Chen | Xin-Yu Dai | Jiajun Chen |

Transition-based Neural Constituent Parsing
Taro Watanabe | Eiichiro Sumita |

Accurate Linear-Time Chinese Word Segmentation via Embedding Matching
Jianqiang Ma | Erhard Hinrichs |

Pre-training of Hidden-Unit CRFs
Young-Bum Kim | Karl Stratos | Ruhi Sarikaya |

Generative Incremental Dependency Parsing with Neural Networks
Jan Buys | Phil Blunsom |

Improved Semantic Parsers For If-Then Statements
I. Beltagy | Chris Quirk |

Strategies for Training Large Vocabulary Neural Language Models
Wenlin Chen | David Grangier | Michael Auli |

Exponentially Decaying Bag-of-Words Input Features for Feed-Forward Neural Network in Statistical Machine Translation
Jan-Thorsten Peter | Weiyue Wang | Hermann Ney |

Semi-supervised sequence tagging with bidirectional language models
Matthew Peters | Waleed Ammar | Chandra Bhagavatula | Russell Power |

Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation
Weiyue Wang | Tamer Alkhouli | Derui Zhu | Hermann Ney |

Modelling and Optimizing on Syntactic N-Grams for Statistical Machine Translation
Rico Sennrich |

Improving Neural Translation Models with Linguistic Factors
Cong Duy Vu Hoang | Reza Haffari | Trevor Cohn |

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

Transduction Recursive Auto-Associative Memory: Learning Bilingual Compositional Distributed Vector Representations of Inversion Transduction Grammars
Karteek Addanki | Dekai Wu |

Semantic Information Extraction for Improved Word Embeddings
Jiaqiang Chen | Gerard de Melo |

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 |

Document-Level Machine Translation with Word Vector Models
Eva Martínez Garcia | Cristina España-Bonet | Lluís Màrquez |

Learning Phone Embeddings for Word Segmentation of Child-Directed Speech
Jianqiang Ma | Çağrı Çöltekin | Erhard Hinrichs |

Using Factored Word Representation in Neural Network Language Models
Jan Niehues | Thanh-Le Ha | Eunah Cho | Alex Waibel |

Abu-MaTran at WMT 2016 Translation Task: Deep Learning, Morphological Segmentation and Tuning on Character Sequences
Víctor M. Sánchez-Cartagena | Antonio Toral |

The Kyoto University Cross-Lingual Pronoun Translation System
Raj Dabre | Yevgeniy Puzikov | Fabien Cromieres | Sadao Kurohashi |

Biasing Attention-Based Recurrent Neural Networks Using External Alignment Information
Tamer Alkhouli | Hermann Ney |

Connecting the Dots: Towards Human-Level Grammatical Error Correction
Shamil Chollampatt | Hwee Tou Ng |

A Smorgasbord of Features to Combine Phrase-Based and Neural Machine Translation
Benjamin Marie | Atsushi Fujita |

Transition-based Parsing with Lighter Feed-Forward Networks
David Vilares | Carlos Gómez-Rodríguez |

On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation
Tamer Alkhouli | Gabriel Bretschner | Hermann Ney |

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 |

High-order Graph-based Neural Dependency Parsing
Zhisong Zhang | Hai Zhao |

English to Chinese Translation: How Chinese Character Matters
Rui Wang | Hai Zhao | Bao-Liang Lu |

Neural Network Language Model for Chinese Pinyin Input Method Engine
Shenyuan Chen | Hai Zhao | Rui Wang |

A Machine Learning Method to Distinguish Machine Translation from Human Translation
Yitong Li | Rui Wang | Hai Zhao |

Field Of Study

Linguistic Trends

Embeddings Syntax

Task

Morphological Analysis Machine Translation

Language

Chinese English Arabic

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