Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL

Xingyao Wang | Sha Li | Heng Ji |

A Language-First Approach for Procedure Planning F i n d i n g s - A C L

Jiateng Liu | Sha Li | Zhenhailong Wang | Manling Li | Heng Ji |

Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification ACL

Sha Li | Ruining Zhao | Manling Li | Heng Ji | Chris Callison-Burch | Jiawei Han |

evision PDF of 'OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking F i n d i n g s - A C L

Xueqing Wu | Sha Li | Heng Ji |

GLEN: General-Purpose Event Detection for Thousands of Types EMNLP

Sha Li | Qiusi Zhan | Kathryn Conger | Martha Palmer | Heng Ji | Jiawei Han |

Human-in-the-loop Schema Induction ACL

Tianyi Zhang | Isaac Tham | Zhaoyi Hou | Jiaxuan Ren | Leon Zhou | Hainiu Xu | Li Zhang | Lara J. Martin | Rotem Dror | Sha Li | Heng Ji | Martha Palmer | Susan Windisch Brown | Reece Suchocki | Chris Callison-Burch |

Non-Sequential Graph Script Induction via Multimedia Grounding ACL

Yu Zhou | Sha Li | Manling Li | Xudong Lin | Shih-Fu Chang | Mohit Bansal | Heng Ji |

Defining a New NLP Playground F i n d i n g s - E M N L P

Sha Li | Chi Han | Pengfei Yu | Carl Edwards | Manling Li | Xingyao Wang | Yi Fung | Charles Yu | Joel Tetreault | Eduard Hovy | Heng Ji |

RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor EMNLP

Khanh Duy Nguyen | Zixuan Zhang | Reece Suchocki | Sha Li | Martha Palmer | Susan Windisch Brown | Jiawei Han | Heng Ji |

Instruct and Extract: Instruction Tuning for On-Demand Information Extraction EMNLP

Yizhu Jiao | Ming Zhong | Sha Li | Ruining Zhao | Siru Ouyang | Heng Ji | Jiawei Han |

Dynamic Global Memory for Document-level Argument Extraction ACL

Xinya Du | Sha Li | Heng Ji |

Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion ACL Findings

Yiqing Xie | Jiaming Shen | Sha Li | Yuning Mao | Jiawei Han |

RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL

Xinya Du | Zixuan Zhang | Sha Li | Pengfei Yu | Hongwei Wang | Tuan Lai | Xudong Lin | Ziqi Wang | Iris Liu | Ben Zhou | Haoyang Wen | Manling Li | Darryl Hannan | Jie Lei | Hyounghun Kim | Rotem Dror | Haoyu Wang | Michael Regan | Qi Zeng | Qing Lyu | Charles Yu | Carl Edwards | Xiaomeng Jin | Yizhu Jiao | Ghazaleh Kazeminejad | Zhenhailong Wang | Chris Callison-Burch | Mohit Bansal | Carl Vondrick | Jiawei Han | Dan Roth | Shih-Fu Chang | Martha Palmer | Heng Ji |

Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs NAACL

Sha Li | Mahdi Namazifar | Di Jin | Mohit Bansal | Heng Ji | Yang Liu | Dilek Hakkani-Tur |

Open Relation and Event Type Discovery with Type Abstraction EMNLP

Sha Li | Heng Ji | Jiawei Han |

Open-Vocabulary Argument Role Prediction For Event Extraction F i n d i n g s - E M N L P

Yizhu Jiao | Sha Li | Yiqing Xie | Ming Zhong | Heng Ji | Jiawei Han |

Document-Level Event Argument Extraction by Conditional Generation NAACL

Sha Li | Heng Ji | Jiawei Han |

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System NAACL

Haoyang Wen | Ying Lin | Tuan Lai | Xiaoman Pan | Sha Li | Xudong Lin | Ben Zhou | Manling Li | Haoyu Wang | Hongming Zhang | Xiaodong Yu | Alexander Dong | Zhenhailong Wang | Yi Fung | Piyush Mishra | Qing Lyu | Dídac Surís | Brian Chen | Susan Windisch Brown | Martha Palmer | Chris Callison-Burch | Carl Vondrick | Jiawei Han | Dan Roth | Shih-Fu Chang | Heng Ji |

The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP

Manling Li | Sha Li | Zhenhailong Wang | Lifu Huang | Kyunghyun Cho | Heng Ji | Jiawei Han | Clare Voss |