Sociolectal Analysis of Pretrained Language Models EMNLP

Sheng Zhang | Xin Zhang | Weiming Zhang | Anders Søgaard |

Modular Self-Supervision for Document-Level Relation Extraction EMNLP

Sheng Zhang | Cliff Wong | Naoto Usuyama | Sarthak Jain | Tristan Naumann | Hoifung Poon |

Joint Universal Syntactic and Semantic Parsing TACL

Elias Stengel-Eskin | Kenton Murray | Sheng Zhang | Aaron Steven White | Benjamin Van Durme |

Universal Decompositional Semantic Parsing ACL

Elias Stengel-Eskin | Aaron Steven White | Sheng Zhang | Benjamin Van Durme |

Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP

Ye Liu | Sheng Zhang | Rui Song | Suo Feng | Yanghua Xiao |

The Universal Decompositional Semantics Dataset and Decomp Toolkit LREC

Aaron Steven White | Elias Stengel-Eskin | Siddharth Vashishtha | Venkata Subrahmanyan Govindarajan | Dee Ann Reisinger | Tim Vieira | Keisuke Sakaguchi | Sheng Zhang | Francis Ferraro | Rachel Rudinger | Kyle Rawlins | Benjamin Van Durme |

Broad-Coverage Semantic Parsing as Transduction EMNLP

Sheng Zhang | Xutai Ma | Kevin Duh | Benjamin Van Durme |

Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing EMNLP WS

Simon Ostermann | Sheng Zhang | Michael Roth | Peter Clark |

Commonsense Inference in Natural Language Processing (COIN) - Shared Task Report EMNLP WS

Simon Ostermann | Sheng Zhang | Michael Roth | Peter Clark |

Unsupervised Deep Structured Semantic Models for Commonsense Reasoning NAACL

Shuohang Wang | Sheng Zhang | Yelong Shen | Xiaodong Liu | Jingjing Liu | Jianfeng Gao | Jing Jiang |

AMR Parsing as Sequence-to-Graph Transduction ACL

Sheng Zhang | Xutai Ma | Kevin Duh | Benjamin Van Durme |

Deep Generalized Canonical Correlation Analysis ACL WS

Adrian Benton | Huda Khayrallah | Biman Gujral | Dee Ann Reisinger | Sheng Zhang | Raman Arora |

Neural-Davidsonian Semantic Proto-role Labeling EMNLP

Rachel Rudinger | Adam Teichert | Ryan Culkin | Sheng Zhang | Benjamin Van Durme |

Cross-lingual Decompositional Semantic Parsing EMNLP

Sheng Zhang | Xutai Ma | Rachel Rudinger | Kevin Duh | Benjamin Van Durme |

Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction *SEMEVAL

Hongyuan Mei | Sheng Zhang | Kevin Duh | Benjamin Van Durme |

Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds *SEMEVAL

Sheng Zhang | Kevin Duh | Benjamin Van Durme |

CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs ACL WS

Kaiyin Zhou | Sheng Zhang | Xiangyu Meng | Qi Luo | Yuxing Wang | Ke Ding | Yukun Feng | Mo Chen | Kevin Cohen | Jingbo Xia |

MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models EACL

Sheng Zhang | Kevin Duh | Benjamin Van Durme |

Selective Decoding for Cross-lingual Open Information Extraction IJCNLP

Sheng Zhang | Kevin Duh | Benjamin Van Durme |

Ordinal Common-sense Inference TACL

Sheng Zhang | Rachel Rudinger | Kevin Duh | Benjamin Van Durme |

FuRongWang at SemEval-2017 Task 3: Deep Neural Networks for Selecting Relevant Answers in Community Question Answering *SEMEVAL

Sheng Zhang | Jiajun Cheng | Hui Wang | Xin Zhang | Pei Li | Zhaoyun Ding |

An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling IWCS WS

Sheng Zhang | Rachel Rudinger | Benjamin Van Durme |

Universal Decompositional Semantics on Universal Dependencies EMNLP

Aaron Steven White | Drew Reisinger | Keisuke Sakaguchi | Tim Vieira | Sheng Zhang | Rachel Rudinger | Kyle Rawlins | Benjamin Van Durme |

Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases ACL IJCNLP

Sheng Zhang | Yansong Feng | Songfang Huang | Kun Xu | Zhe Han | Dongyan Zhao |