NLPExplorer

Morphological Inflection Generation Using Character Sequence to Sequence Learning

Manaal Faruqui | Yulia Tsvetkov | Graham Neubig | Chris Dyer |

Paper Details:

Month: June
Year: 2016
Location: San Diego, California
Venue: NAACL |

Citations

URL

Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks
Carsten Schnober | Steffen Eger | Erik-Lân Do Dinh | Iryna Gurevych |

Neural Transition-based String Transduction for Limited-Resource Setting in Morphology
Peter Makarov | Simon Clematide |

A Computational Model for the Linguistic Notion of Morphological Paradigm
Miikka Silfverberg | Ling Liu | Mans Hulden |

Online Segment to Segment Neural Transduction
Lei Yu | Jan Buys | Phil Blunsom |

Cross-lingual Character-Level Neural Morphological Tagging
Ryan Cotterell | Georg Heigold |

Neural Sequence Learning Models for Word Sense Disambiguation
Alessandro Raganato | Claudio Delli Bovi | Roberto Navigli |

Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages
Shyam Upadhyay | Jordan Kodner | Dan Roth |

Imitation Learning for Neural Morphological String Transduction
Peter Makarov | Simon Clematide |

An Encoder-Decoder Approach to the Paradigm Cell Filling Problem
Miikka Silfverberg | Mans Hulden |

Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting
Katharina Kann | Hinrich Schütze |

Neural Multi-Source Morphological Reinflection
Katharina Kann | Ryan Cotterell | Hinrich Schütze |

Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion
Ryan Cotterell | John Sylak-Glassman | Christo Kirov |

The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological Reinflection
Katharina Kann | Hinrich Schütze |

Experiments on Morphological Reinflection: CoNLL-2017 Shared Task
Akhilesh Sudhakar | Anil Kumar Singh |

Character Sequence-to-Sequence Model with Global Attention for Universal Morphological Reinflection
Qile Zhu | Yanjun Li | Xiaolin Li |

Seq2seq for Morphological Reinflection: When Deep Learning Fails
Hajime Senuma | Akiko Aizawa |

Modeling Composite Labels for Neural Morphological Tagging
Alexander Tkachenko | Kairit Sirts |

The NYU System for the CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection
Katharina Kann | Stanislas Lauly | Kyunghyun Cho |

Tübingen-Oslo system at SIGMORPHON shared task on morphological inflection. A multi-tasking multilingual sequence to sequence model.
Taraka Rama | Çağrı Çöltekin |

Generation of a Spanish Artificial Collocation Error Corpus
Sara Rodríguez-Fernández | Roberto Carlini | Leo Wanner |

Weighting Finite-State Transductions With Neural Context
Pushpendre Rastogi | Ryan Cotterell | Jason Eisner |

Unsupervised Disambiguation of Syncretism in Inflected Lexicons
Ryan Cotterell | Christo Kirov | Sebastian J. Mielke | Jason Eisner |

Investigating Language Universal and Specific Properties in Word Embeddings
Peng Qian | Xipeng Qiu | Xuanjing Huang |

Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction
Chunting Zhou | Graham Neubig |

One-Shot Neural Cross-Lingual Transfer for Paradigm Completion
Katharina Kann | Ryan Cotterell | Hinrich Schütze |

Morphological Inflection Generation with Hard Monotonic Attention
Roee Aharoni | Yoav Goldberg |

Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš | Ivan Vulić |

A Structured Variational Autoencoder for Contextual Morphological Inflection
Lawrence Wolf-Sonkin | Jason Naradowsky | Sebastian J. Mielke | Ryan Cotterell |

Joint Semantic Synthesis and Morphological Analysis of the Derived Word
Ryan Cotterell | Hinrich Schütze |

Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate
Christo Kirov | Ryan Cotterell |

Morphological reinflection with convolutional neural networks
Robert Östling |

Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection
Roee Aharoni | Yoav Goldberg | Yonatan Belinkov |

Japanese Text Normalization with Encoder-Decoder Model
Taishi Ikeda | Hiroyuki Shindo | Yuji Matsumoto |

Improving the Naturalness and Expressivity of Language Generation for Spanish
Cristina Barros | Dimitra Gkatzia | Elena Lloret |

Exploring Cross-Lingual Transfer of Morphological Knowledge In Sequence-to-Sequence Models
Huiming Jin | Katharina Kann |

Unlabeled Data for Morphological Generation With Character-Based Sequence-to-Sequence Models
Katharina Kann | Hinrich Schütze |

Inflection Generation for Spanish Verbs using Supervised Learning
Cristina Barros | Dimitra Gkatzia | Elena Lloret |

Neural Morphological Disambiguation Using Surface and Contextual Morphological Awareness
Akhilesh Sudhakar | Anil Kumar Singh |

Sound Analogies with Phoneme Embeddings
Miikka P. Silfverberg | Lingshuang Mao | Mans Hulden |

BinLin: A Simple Method of Dependency Tree Linearization
Yevgeniy Puzikov | Iryna Gurevych |

The OSU Realizer for SRST ‘18: Neural Sequence-to-Sequence Inflection and Incremental Locality-Based Linearization
David King | Michael White |

No URLs Found

Field Of Study

Linguistic Trends

Morphology

Task

Tagging Machine Translation

Language

Spanish French

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