NLPExplorer

Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model

Markus Dreyer | Jason Eisner |

Paper Details:

Month: July
Year: 2011
Location: Edinburgh, Scotland, UK.
Venue: EMNLP |
SIG: SIGDAT

Citations

URL

Unsupervised Morphology Learning with Statistical Paradigms
Hongzhi Xu | Mitchell Marcus | Charles Yang | Lyle Ungar |

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

Name Phylogeny: A Generative Model of String Variation
Nicholas Andrews | Jason Eisner | Mark Dredze |

Adaptor Grammars for Learning Non-Concatenative Morphology
Jan A. Botha | Phil Blunsom |

Automatic Extraction of Morphological Lexicons from Morphologically Annotated Corpora
Ramy Eskander | Nizar Habash | Owen Rambow |

Dual Decomposition Inference for Graphical Models over Strings
Nanyun Peng | Ryan Cotterell | Jason Eisner |

Smart Paradigms and the Predictability and Complexity of Inflectional Morphology
Grégoire Détrez | Aarne Ranta |

Probabilistic Hierarchical Clustering of Morphological Paradigms
Burcu Can | Suresh Manandhar |

Semi-supervised learning of morphological paradigms and lexicons
Mans Hulden | Markus Forsberg | Malin Ahlberg |

IPS-WASEDA system at CoNLL–SIGMORPHON 2018 Shared Task on morphological inflection
Rashel Fam | Yves Lepage |

A Hierarchical Dirichlet Process Model for Joint Part-of-Speech and Morphology Induction
Kairit Sirts | Tanel Alumäe |

Supervised Learning of Complete Morphological Paradigms
Greg Durrett | John DeNero |

Inflection Generation as Discriminative String Transduction
Garrett Nicolai | Colin Cherry | Grzegorz Kondrak |

Penalized Expectation Propagation for Graphical Models over Strings
Ryan Cotterell | Jason Eisner |

Paradigm classification in supervised learning of morphology
Malin Ahlberg | Markus Forsberg | Mans Hulden |

Morphological Paradigms: Computational Structure and Unsupervised Learning
Jackson Lee |

Morphological Inflection Generation Using Character Sequence to Sequence Learning
Manaal Faruqui | Yulia Tsvetkov | Graham Neubig | Chris Dyer |

Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics
Angeliki Lazaridou | Marco Marelli | Roberto Zamparelli | Marco Baroni |

Unsupervised Morphology-Based Vocabulary Expansion
Mohammad Sadegh Rasooli | Thomas Lippincott | Nizar Habash | Owen Rambow |

A Language-Independent Feature Schema for Inflectional Morphology
John Sylak-Glassman | Christo Kirov | David Yarowsky | Roger Que |

Bayesian Modeling of Lexical Resources for Low-Resource Settings
Nicholas Andrews | Mark Dredze | Benjamin Van Durme | Jason Eisner |

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

An Unsupervised Method for Uncovering Morphological Chains
Karthik Narasimhan | Regina Barzilay | Tommi Jaakkola |

Modeling Word Forms Using Latent Underlying Morphs and Phonology
Ryan Cotterell | Nanyun Peng | Jason Eisner |

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

Generalizing Inflection Tables into Paradigms with Finite State Operations
Mans Hulden |

10 Open Questions in Computational Morphonology
Grzegorz Kondrak |

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 |

Using longest common subsequence and character models to predict word forms
Alexey Sorokin |

The Columbia University - New York University Abu Dhabi SIGMORPHON 2016 Morphological Reinflection Shared Task Submission
Dima Taji | Ramy Eskander | Nizar Habash | Owen Rambow |

Automatic Morpheme Segmentation and Labeling in Universal Dependencies Resources
Miikka Silfverberg | Mans Hulden |

Weakly supervised learning of allomorphy
Miikka Silfverberg | Mans Hulden |

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

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

String Transduction with Target Language Models and Insertion Handling
Garrett Nicolai | Saeed Najafi | Grzegorz Kondrak |

No URLs Found

Field Of Study

Linguistic Trends

Morphology Phonology

Task

Morphological Analysis Tagging Machine Translation Word Segmentation

Approach

Bayesian Model Generative Model Graphical Model Unsupervised Learning

Language

Chinese English

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