PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation F i n d i n g s - E A C L

Ishan Jindal | Alexandre Rademaker | Khoi-nguyen Tran | Huaiyu Zhu | Hiroshi Kanayama | Marina Danilevsky | Yunyao Li |

Semi-Structured Object Sequence Encoders F i n d i n g s - E M N L P

Rudra Murthy | Riyaz Bhat | Chulaka Gunasekara | Siva Patel | Hui Wan | Tejas Dhamecha | Danish Contractor | Marina Danilevsky |

Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming ACL Findings

Ayush Maheshwari | Krishnateja Killamsetty | Ganesh Ramakrishnan | Rishabh Iyer | Marina Danilevsky | Lucian Popa |

Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP

Eyal Shnarch | Alon Halfon | Ariel Gera | Marina Danilevsky | Yannis Katsis | Leshem Choshen | Martin Santillan Cooper | Dina Epelboim | Zheng Zhang | Dakuo Wang |

Development of an Enterprise-Grade Contract Understanding System NAACL

Arvind Agarwal | Laura Chiticariu | Poornima Chozhiyath Raman | Marina Danilevsky | Diman Ghazi | Ankush Gupta | Shanmukha Guttula | Yannis Katsis | Rajasekar Krishnamurthy | Yunyao Li | Shubham Mudgal | Vitobha Munigala | Nicholas Phan | Dhaval Sonawane | Sneha Srinivasan | Sudarshan R. Thitte | Mitesh Vasa | Ramiya Venkatachalam | Vinitha Yaski | Huaiyu Zhu |

SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS) ACL IJCNLP SemEval

Nancy X. R. Wang | Diwakar Mahajan | Marina Danilevsky | Sara Rosenthal |

A Survey of the State of Explainable AI for Natural Language Processing AACL

Marina Danilevsky | Kun Qian | Ranit Aharonov | Yannis Katsis | Ban Kawas | Prithviraj Sen |

Active Learning for BERT: An Empirical Study EMNLP

Liat Ein-Dor | Alon Halfon | Ariel Gera | Eyal Shnarch | Lena Dankin | Leshem Choshen | Marina Danilevsky | Ranit Aharonov | Yoav Katz | Noam Slonim |

Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification EMNLP

Prithviraj Sen | Marina Danilevsky | Yunyao Li | Siddhartha Brahma | Matthias Boehm | Laura Chiticariu | Rajasekar Krishnamurthy |

DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding CoNLL

Min Li | Marina Danilevsky | Sara Noeman | Yunyao Li |

SystemT: Declarative Text Understanding for Enterprise NAACL

Laura Chiticariu | Marina Danilevsky | Yunyao Li | Frederick Reiss | Huaiyu Zhu |

Multilingual Information Extraction with PolyglotIE COLING

Alan Akbik | Laura Chiticariu | Marina Danilevsky | Yonas Kbrom | Yunyao Li | Huaiyu Zhu |

Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling ACL IJCNLP

Alan Akbik | Laura Chiticariu | Marina Danilevsky | Yunyao Li | Shivakumar Vaithyanathan | Huaiyu Zhu |