Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? CoNLL

Jin Zhao | Nianwen Xue | Bonan Min |

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training F i n d i n g s - A C L

Amir Pouran Ben Veyseh | Franck Dernoncourt | Bonan Min | Thien Nguyen |

A Multi-Modal Multilingual Benchmark for Document Image Classification F i n d i n g s - E M N L P

Yoshinari Fujinuma | Siddharth Varia | Nishant Sankaran | Srikar Appalaraju | Bonan Min | Yogarshi Vyas |

Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL

Alexander Hanbo Li | Mingyue Shang | Evangelia Spiliopoulou | Jie Ma | Patrick Ng | Zhiguo Wang | Bonan Min | William Yang Wang | Kathleen McKeown | Vittorio Castelli | Dan Roth | Bing Xiang |

Document-Level Event Argument Extraction via Optimal Transport ACL Findings

Amir Pouran Ben Veyseh | Minh Van Nguyen | Franck Dernoncourt | Bonan Min | Thien Nguyen |

FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction NAACL

Minh Van Nguyen | Nghia Ngo | Bonan Min | Thien Nguyen |

Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Findings NAACL

Oscar Sainz | Itziar Gonzalez-Dios | Oier Lopez de Lacalle | Bonan Min | Eneko Agirre |

ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations NAACL

Oscar Sainz | Haoling Qiu | Oier Lacalle | Eneko Agirre | Bonan Min |

Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies NAACL

Minh Van Nguyen | Bonan Min | Franck Dernoncourt | Thien Nguyen |

Modal Dependency Parsing via Language Model Priming NAACL

Jiarui Yao | Nianwen Xue | Bonan Min |

Taxonomy Builder: a Data-driven and User-centric Tool for Streamlining Taxonomy Construction HCINLP NAACL

Mihai Surdeanu | John Hungerford | Yee Seng Chan | Jessica MacBride | Benjamin Gyori | Andrew Zupon | Zheng Tang | Haoling Qiu | Bonan Min | Yan Zverev | Caitlin Hilverman | Max Thomas | Walter Andrews | Keith Alcock | Zeyu Zhang | Michael Reynolds | Steven Bethard | Rebecca Sharp | Egoitz Laparra |

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track NAACL

Anastassia Loukina | Rashmi Gangadharaiah | Bonan Min |

Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations EMNLP

Minh Van Nguyen | Bonan Min | Franck Dernoncourt | Thien Nguyen |

Unsupervised Domain Adaptation for Joint Information Extraction F i n d i n g s - E M N L P

Nghia Ngo | Bonan Min | Thien Nguyen |

Improving Cross-Lingual Sentiment Analysis via Conditional Language Adversarial Nets NAACL SIGTYP

Hemanth Kandula | Bonan Min |

Modeling Document-Level Context for Event Detection via Important Context Selection EMNLP

Amir Pouran Ben Veyseh | Minh Van Nguyen | Nghia Ngo Trung | Bonan Min | Thien Huu Nguyen |

Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution CRAC EMNLP

Bonan Min |

Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments EMNLP

Minh Van Nguyen | Tuan Ngo Nguyen | Bonan Min | Thien Huu Nguyen |

Factuality Assessment as Modal Dependency Parsing ACL IJCNLP

Jiarui Yao | Haoling Qiu | Jin Zhao | Bonan Min | Nianwen Xue |

ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19 EMNLP

Bonan Min | Benjamin Rozonoyer | Haoling Qiu | Alexander Zamanian | Nianwen Xue | Jessica MacBride |

Concept Wikification for COVID-19 EMNLP NLP-COVID19

Panagiotis Lymperopoulos | Haoling Qiu | Bonan Min |

Annotating Temporal Dependency Graphs via Crowdsourcing EMNLP

Jiarui Yao | Haoling Qiu | Bonan Min | Nianwen Xue |

Weakly Supervised Subevent Knowledge Acquisition EMNLP

Wenlin Yao | Zeyu Dai | Maitreyi Ramaswamy | Bonan Min | Ruihong Huang |

Exploring Contextualized Neural Language Models for Temporal Dependency Parsing EMNLP

Hayley Ross | Jonathon Cai | Bonan Min |

Towards Few-Shot Event Mention Retrieval: An Evaluation Framework and A Siamese Network Approach LREC

Bonan Min | Yee Seng Chan | Lingjun Zhao |

Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study EMNLP

Bonan Min | Xiaoxi Zhao |

Towards Machine Reading for Interventions from Humanitarian-Assistance Program Literature EMNLP

Bonan Min | Yee Seng Chan | Haoling Qiu | Joshua Fasching |

Rapid Customization for Event Extraction ACL

Yee Seng Chan | Joshua Fasching | Haoling Qiu | Bonan Min |

When ACE met KBP: End-to-End Evaluation of Knowledge Base Population with Component-level Annotation LREC

Bonan Min | Marjorie Freedman | Roger Bock | Ralph Weischedel |

A Case Study on Learning a Unified Encoder of Relations EMNLP WS

Lisheng Fu | Bonan Min | Thien Huu Nguyen | Ralph Grishman |

Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge EACL

Bonan Min | Marjorie Freedman | Talya Meltzer |

Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks IJCNLP

Bonan Min | Zhuolin Jiang | Marjorie Freedman | Ralph Weischedel |

Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network IJCNLP

Lisheng Fu | Thien Huu Nguyen | Bonan Min | Ralph Grishman |

Infusion of Labeled Data into Distant Supervision for Relation Extraction ACL

Maria Pershina | Bonan Min | Wei Xu | Ralph Grishman |

Distant Supervision for Relation Extraction with an Incomplete Knowledge Base NAACL

Bonan Min | Ralph Grishman | Li Wan | Chang Wang | David Gondek |

Ensemble Semantics for Large-scale Unsupervised Relation Extraction CoNLL EMNLP

Bonan Min | Shuming Shi | Ralph Grishman | Chin-Yew Lin |

Compensating for Annotation Errors in Training a Relation Extractor EACL

Bonan Min | Ralph Grishman |

Challenges in the Knowledge Base Population Slot Filling Task LREC

Bonan Min | Ralph Grishman |

Fine-grained Entity Set Refinement with User Feedback WS

Bonan Min | Ralph Grishman |