NLPExplorer

Unsupervised Morphological Segmentation with Log-Linear Models

Hoifung Poon | Colin Cherry | Kristina Toutanova |

Paper Details:

Month: June
Year: 2009
Location: Boulder, Colorado
Venue: NAACL |

Citations

URL

Unsupervised Discriminative Language Model Training for Machine Translation using Simulated Confusion Sets
Zhifei Li | Ziyuan Wang | Sanjeev Khudanpur | Jason Eisner |

Extending the Use of Adaptor Grammars for Unsupervised Morphological Segmentation of Unseen Languages
Ramy Eskander | Owen Rambow | Tianchun Yang |

Data-driven learning of symbolic constraints for a log-linear model in a phonological setting
Gabriel Doyle | Roger Levy |

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

Predicting the Semantic Compositionality of Prefix Verbs
Shane Bergsma | Aditya Bhargava | Hua He | Grzegorz Kondrak |

Universal Morphological Analysis using Structured Nearest Neighbor Prediction
Young-Bum Kim | João Graça | Benjamin Snyder |

Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training
Xinyan Xiao | Yang Liu | Qun Liu | Shouxun Lin |

Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation
Kevin Gimpel | Mohit Bansal |

Neural Morphological Analysis: Encoding-Decoding Canonical Segments
Katharina Kann | Ryan Cotterell | Hinrich Schütze |

Mapping Dialectal Variation by Querying Social Media
Gabriel Doyle |

Painless Semi-Supervised Morphological Segmentation using Conditional Random Fields
Teemu Ruokolainen | Oskar Kohonen | Sami Virpioja | Mikko Kurimo |

From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction
Toms Bergmanis | Sharon Goldwater |

Labeled Morphological Segmentation with Semi-Markov Models
Ryan Cotterell | Thomas Müller | Alexander Fraser | Hinrich Schütze |

Neural Sequence-to-sequence Learning of Internal Word Structure
Tatyana Ruzsics | Tanja Samardžić |

A Novel Evaluation Method for Morphological Segmentation
Javad Nouri | Roman Yangarber |

Joint Inference for Knowledge Extraction from Biomedical Literature
Hoifung Poon | Lucy Vanderwende |

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

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

A Joint Model of Orthography and Morphological Segmentation
Ryan Cotterell | Tim Vieira | Hinrich Schütze |

evision PDF of 'Unsupervised Search for the Optimal Segmentation for Statistical Machine Translation
Coşkun Mermer |

Learning Sub-Word Units for Open Vocabulary Speech Recognition
Carolina Parada | Mark Dredze | Abhinav Sethy | Ariya Rastrow |

Unsupervised Bilingual Morpheme Segmentation and Alignment with Context-rich Hidden Semi-Markov Models
Jason Naradowsky | Kristina Toutanova |

Automatic Event Extraction with Structured Preference Modeling
Wei Lu | Dan Roth |

Inferring User Political Preferences from Streaming Communications
Svitlana Volkova | Glen Coppersmith | Benjamin Van Durme |

Leveraging Inflection Tables for Stemming and Lemmatization.
Garrett Nicolai | Grzegorz Kondrak |

MORSE: Semantic-ally Drive-n MORpheme SEgment-er
Tarek Sakakini | Suma Bhat | Pramod Viswanath |

Minimally-Supervised Morphological Segmentation using Adaptor Grammars
Kairit Sirts | Sharon Goldwater |

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

Unsupervised Learning of Morphological Forests
Jiaming Luo | Karthik Narasimhan | Regina Barzilay |

Unsupervised Learning of Morphology with Graph Sampling
Maciej Sumalvico |

Semi-Supervised Learning of Concatenative Morphology
Oskar Kohonen | Sami Virpioja | Krista Lagus |

Modeling Syntactic Context Improves Morphological Segmentation
Yoong Keok Lee | Aria Haghighi | Regina Barzilay |

The Study of Effect of Length in Morphological Segmentation of Agglutinative Languages
Loganathan Ramasamy | Zdeněk Žabokrtský | Sowmya Vajjala |

Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields
Teemu Ruokolainen | Oskar Kohonen | Sami Virpioja | Mikko Kurimo |

Learning the hyperparameters to learn morphology
Stella Frank |

Joint Bayesian Morphology Learning for Dravidian Languages
Arun Kumar | Lluís Padró | Antoni Oliver |

Account Deletion Prediction on RuNet: A Case Study of Suspicious Twitter Accounts Active During the Russian-Ukrainian Crisis
Svitlana Volkova | Eric Bell |

A Multilinear Approach to the Unsupervised Learning of Morphology
Anthony Meyer | Markus Dickinson |

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

Morphological Analysis for the Maltese Language: The challenges of a hybrid system
Claudia Borg | Albert Gatt |

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 |

Bilingually motivated segmentation and generation of word translations using relatively small translation data sets
Kavitha Karimbi Mahesh | Luís Gomes | José Lopes |

No URLs Found

Field Of Study

Linguistic Trends

Morphology

Task

Tagging Word Segmentation

Approach

Semi-supervised Learning Unsupervised Learning

Language

English Arabic Hebrew

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