Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention NAACL

Pengcheng Yin | Hao Fang | Graham Neubig | Adam Pauls | Emmanouil Antonios Platanios | Yu Su | Sam Thomson | Jacob Andreas |

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data ACL

Pengcheng Yin | Graham Neubig | Wen-tau Yih | Sebastian Riedel |

Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ACL

Frank F. Xu | Zhengbao Jiang | Pengcheng Yin | Bogdan Vasilescu | Graham Neubig |

Proceedings of the First Workshop on Interactive and Executable Semantic Parsing EMNLP intexsempar

Ben Bogin | Srinivasan Iyer | Victoria Lin | Dragomir Radev | Alane Suhr | Panupong | Caiming Xiong | Pengcheng Yin | Tao Yu | Rui Zhang | Victor Zhong |

Reranking for Neural Semantic Parsing ACL

Pengcheng Yin | Graham Neubig |

Improving Open Information Extraction via Iterative Rank-Aware Learning ACL

Zhengbao Jiang | Pengcheng Yin | Graham Neubig |

Retrieval-Based Neural Code Generation EMNLP

Shirley Anugrah Hayati | Raphael Olivier | Pravalika Avvaru | Pengcheng Yin | Anthony Tomasic | Graham Neubig |

A Tree-based Decoder for Neural Machine Translation EMNLP

Xinyi Wang | Hieu Pham | Pengcheng Yin | Graham Neubig |

TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation EMNLP

Pengcheng Yin | Graham Neubig |

StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ACL

Pengcheng Yin | Chunting Zhou | Junxian He | Graham Neubig |

A Syntactic Neural Model for General-Purpose Code Generation ACL

Pengcheng Yin | Graham Neubig |

Neural Enquirer: Learning to Query Tables in Natural Language WS

Pengcheng Yin | Zhengdong Lu | Hang Li | Kao Ben |