NLPExplorer

Conditional Structure versus Conditional Estimation in NLP Models

Dan Klein | Christopher D. Manning |

Month: July
Year: 2002

Venue: EMNLP | WS |
SIG: SIGDAT

Semi-supervised training of a Kernel PCA-Based Model for Word Sense Disambiguation
Weifeng Su | Marine Carpuat | Dekai Wu |

Improving Statistical Machine Translation Using Word Sense Disambiguation
Marine Carpuat | Dekai Wu |

Part-of-Speech Tagging using Virtual Evidence and Negative Training
Sheila M. Reynolds | Jeff A. Bilmes |

Mining the Web for Relations between Digital Devices using a Probabilistic Maximum Margin Model
Oksana Yakhnenko | Barbara Rosario |

Head-Driven Statistical Models for Natural Language Parsing
Michael Collins |

Weighted and Probabilistic Context-Free Grammars Are Equally Expressive
Noah A. Smith | Mark Johnson |

Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network
Kristina Toutanova | Dan Klein | Christopher D. Manning | Yoram Singer |

Automatic Diacritization for Low-Resource Languages Using a Hybrid Word and Consonant CMM
Robbie Haertel | Peter McClanahan | Eric K. Ringger |

Discriminative Training of a Neural Network Statistical Parser
James Henderson |

A Kernel PCA Method for Superior Word Sense Disambiguation
Dekai Wu | Weifeng Su | Marine Carpuat |

Contrastive Estimation: Training Log-Linear Models on Unlabeled Data
Noah A. Smith | Jason Eisner |

Word Sense Disambiguation vs. Statistical Machine Translation
Marine Carpuat | Dekai Wu |

Computationally Efficient M-Estimation of Log-Linear Structure Models
Noah A. Smith | Douglas L. Vail | John D. Lafferty |

Stochastic Contextual Edit Distance and Probabilistic FSTs
Ryan Cotterell | Nanyun Peng | Jason Eisner |

Investigating Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences
Yasemin Altun | Mark Johnson | Thomas Hofmann |

Augmenting ensemble classification for Word Sense Disambiguation with a kernel PCA model
Marine Carpuat | Weifeng Su | Dekai Wu |

Comparing and Combining Generative and Posterior Probability Models: Some Advances in Sentence Boundary Detection in Speech
Yang Liu | Andreas Stolcke | Elizabeth Shriberg | Mary Harper |

A Distributional Analysis of a Lexicalized Statistical Parsing Model
Daniel M. Bikel |

Competitive generative models with structure learning for NLP classification tasks
Kristina Toutanova |

Extracting Protein-Protein Interaction based on Discriminative Training of the Hidden Vector State Model
Deyu Zhou | Yulan He |

Tagging

Graphical Model

English

Indicative Tweet Generation: An Extractive Summarization Problem?

Priya Sidhaye | Jackie Chi Kit Cheung |

Argumentation Mining in User-Generated Web Discourse

Ivan Habernal | Iryna Gurevych |

TwitIE: An Open-Source Information Extraction Pipeline for Microblog Text

Diana Maynard | Mark Greenwood |