NLPExplorer

Distributional Representations for Handling Sparsity in Supervised Sequence-Labeling

Fei Huang | Alexander Yates |

Paper Details:

Month: August
Year: 2009
Location: Suntec, Singapore
Venue: ACL | IJCNLP |

Citations

URL

Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models
Amarnag Subramanya | Slav Petrov | Fernando Pereira |

The Necessity of Combining Adaptation Methods
Ming-Wei Chang | Michael Connor | Dan Roth |

Biased Representation Learning for Domain Adaptation
Fei Huang | Alexander Yates |

Revisiting Embedding Features for Simple Semi-supervised Learning
Jiang Guo | Wanxiang Che | Haifeng Wang | Ting Liu |

Neural Networks Leverage Corpus-wide Information for Part-of-speech Tagging
Yuta Tsuboi |

Word Embeddings through Hellinger PCA
Rémi Lebret | Ronan Collobert |

Graph-Based Lexicon Expansion with Sparsity-Inducing Penalties
Dipanjan Das | Noah A. Smith |

Focused training sets to reduce noise in NER feature models
Amber McKenzie |

Overcoming the Memory Bottleneck in Distributed Training of Latent Variable Models of Text
Yi Yang | Alexander Yates | Doug Downey |

Word Representations: A Simple and General Method for Semi-Supervised Learning
Joseph Turian | Lev-Arie Ratinov | Yoshua Bengio |

Open-Domain Semantic Role Labeling by Modeling Word Spans
Fei Huang | Alexander Yates |

Domain Adaptation by Constraining Inter-Domain Variability of Latent Feature Representation
Ivan Titov |

Learning to Predict Distributions of Words Across Domains
Danushka Bollegala | David Weir | John Carroll |

Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout
Yi Yang | Jacob Eisenstein |

Learning Hidden Markov Models with Distributed State Representations for Domain Adaptation
Min Xiao | Yuhong Guo |

FLORS: Fast and Simple Domain Adaptation for Part-of-Speech Tagging
Tobias Schnabel | Hinrich Schütze |

Clinical Information Extraction Using Word Representations
Shervin Malmasi | Hamed Hassanzadeh | Mark Dras |

Exploring Representation-Learning Approaches to Domain Adaptation
Fei Huang | Alexander Yates |

Language Models as Representations for Weakly Supervised NLP Tasks
Fei Huang | Alexander Yates | Arun Ahuja | Doug Downey |

Adapting Text instead of the Model: An Open Domain Approach
Gourab Kundu | Dan Roth |

Scoring Spoken Responses Based on Content Accuracy
Fei Huang | Lei Chen | Jana Sukkarieh |

Word Embeddings vs Word Types for Sequence Labeling: the Curious Case of CV Parsing
Melanie Tosik | Carsten Lygteskov Hansen | Gerard Goossen | Mihai Rotaru |

Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction
Joël Legrand | Yannick Toussaint | Chedy Raïssi | Adrien Coulet |

Field Of Study

Task

Tagging Chunking Biomedical

Approach

Structured Prediction

Language

English

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