Iterative Document-level Information Extraction via Imitation Learning EACL

Yunmo Chen | William Gantt | Weiwei Gu | Tongfei Chen | Aaron White | Benjamin Van Durme |

When Do Decompositions Help for Machine Reading? EMNLP

Kangda Wei | Dawn Lawrie | Benjamin Van Durme | Yunmo Chen | Orion Weller |

A Unified View of Evaluation Metrics for Structured Prediction EMNLP

Yunmo Chen | William Gantt | Tongfei Chen | Aaron White | Benjamin Van Durme |

On Event Individuation for Document-Level Information Extraction F i n d i n g s - E M N L P

William Gantt | Reno Kriz | Yunmo Chen | Siddharth Vashishtha | Aaron White |

Condensing Multilingual Knowledge with Lightweight Language-Specific Modules EMNLP

Haoran Xu | Weiting Tan | Shuyue Li | Yunmo Chen | Benjamin Van Durme | Philipp Koehn | Kenton Murray |

An Empirical Study on Finding Spans EMNLP

Weiwei Gu | Boyuan Zheng | Yunmo Chen | Tongfei Chen | Benjamin Van Durme |

LOME: Large Ontology Multilingual Extraction EACL

Patrick Xia | Guanghui Qin | Siddharth Vashishtha | Yunmo Chen | Tongfei Chen | Chandler May | Craig Harman | Kyle Rawlins | Aaron Steven White | Benjamin Van Durme |

Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction EMNLP

Mahsa Yarmohammadi | Shijie Wu | Marc Marone | Haoran Xu | Seth Ebner | Guanghui Qin | Yunmo Chen | Jialiang Guo | Craig Harman | Kenton Murray | Aaron Steven White | Mark Dredze | Benjamin Van Durme |

Hierarchical Entity Typing via Multi-level Learning to Rank ACL

Tongfei Chen | Yunmo Chen | Benjamin Van Durme |

Joint Modeling of Arguments for Event Understanding CODI EMNLP

Yunmo Chen | Tongfei Chen | Benjamin Van Durme |

Reading the Manual: Event Extraction as Definition Comprehension EMNLP spnlp

Yunmo Chen | Tongfei Chen | Seth Ebner | Aaron Steven White | Benjamin Van Durme |