NLPExplorer

Fast and Robust Joint Models for Biomedical Event Extraction

Sebastian Riedel | Andrew McCallum |

Paper Details:

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

Citations

URL

Learning Constraints for Consistent Timeline Extraction
David McClosky | Christopher D. Manning |

Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features
Deepak Venugopal | Chen Chen | Vibhav Gogate | Vincent Ng |

Constructing Information Networks Using One Single Model
Qi Li | Heng Ji | Yu Hong | Sujian Li |

Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron
Jun Araki | Teruko Mitamura |

Combining Supervised and Unsupervised Enembles for Knowledge Base Population
Nazneen Fatema Rajani | Raymond Mooney |

Neural Segmental Hypergraphs for Overlapping Mention Recognition
Bailin Wang | Wei Lu |

A Neural Transition-based Model for Nested Mention Recognition
Bailin Wang | Wei Lu | Yu Wang | Hongxia Jin |

Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction
Xiao Liu | Antoine Bordes | Yves Grandvalet |

Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge
Bonan Min | Marjorie Freedman | Talya Meltzer |

Distant Supervision for Relation Extraction beyond the Sentence Boundary
Chris Quirk | Hoifung Poon |

Multi-Event Extraction Guided by Global Constraints
Roi Reichart | Regina Barzilay |

Grounded Semantic Parsing for Complex Knowledge Extraction
Ankur P. Parikh | Hoifung Poon | Kristina Toutanova |

Joint Extraction of Events and Entities within a Document Context
Bishan Yang | Tom M. Mitchell |

Joint Event Extraction via Recurrent Neural Networks
Thien Huu Nguyen | Kyunghyun Cho | Ralph Grishman |

Joint Event Extraction via Structured Prediction with Global Features
Qi Li | Heng Ji | Liang Huang |

Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition
Mengqiu Wang | Wanxiang Che | Christopher D. Manning |

Grammatical Error Correction Using Integer Linear Programming
Yuanbin Wu | Hwee Tou Ng |

Event Detection and Domain Adaptation with Convolutional Neural Networks
Thien Huu Nguyen | Ralph Grishman |

Joint Arc-factored Parsing of Syntactic and Semantic Dependencies
Xavier Lluís | Xavier Carreras | Lluís Màrquez |

Interpreting Consumer Health Questions: The Role of Anaphora and Ellipsis
Halil Kilicoglu | Marcelo Fiszman | Dina Demner-Fushman |

Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities
Xiao Liu | Antoine Bordes | Yves Grandvalet |

Event Extraction in pieces:Tackling the partial event identification problem on unseen corpora
Chrysoula Zerva | Sophia Ananiadou |

Improving Event Detection with Abstract Meaning Representation
Xiang Li | Thien Huu Nguyen | Kai Cao | Ralph Grishman |

A Two-stage Approach for Extending Event Detection to New Types via Neural Networks
Thien Huu Nguyen | Lisheng Fu | Kyunghyun Cho | Ralph Grishman |

Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing
Jari Björne | Tapio Salakoski |

http://nlp.stanford.edu/software/

Field Of Study

Task

Biomedical

Language

English

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