Video-Text Retrieval by Supervised Sparse Multi-Grained Learning F i n d i n g s - E M N L P

Yimu Wang | Peng Shi |

Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning EMNLP

Sarkar Snigdha Sarathi Das | Haoran Zhang | Peng Shi | Wenpeng Yin | Rui Zhang |

Better Language Model with Hypernym Class Prediction ACL

He Bai | Tong Wang | Alessandro Sordoni | Peng Shi |

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP

Tianbao Xie | Chen Henry Wu | Peng Shi | Ruiqi Zhong | Torsten Scholak | Michihiro Yasunaga | Chien-Sheng Wu | Ming Zhong | Pengcheng Yin | Sida I. Wang | Victor Zhong | Bailin Wang | Chengzu Li | Connor Boyle | Ansong Ni | Ziyu Yao | Dragomir Radev | Caiming Xiong | Lingpeng Kong | Rui Zhang | Noah A. Smith | Luke Zettlemoyer | Tao Yu |

Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup F i n d i n g s - E M N L P

Peng Shi | Linfeng Song | Lifeng Jin | Haitao Mi | He Bai | Jimmy Lin | Dong Yu |

XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing F i n d i n g s - E M N L P

Peng Shi | Rui Zhang | He Bai | Jimmy Lin |

Logic-Consistency Text Generation from Semantic Parses Findings

Chang Shu | Yusen Zhang | Xiangyu Dong | Peng Shi | Tao Yu | Rui Zhang |

Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 ACL IJCNLP

He Bai | Peng Shi | Jimmy Lin | Luchen Tan | Kun Xiong | Wen Gao | Jie Liu | Ming Li |

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP MRL

Xinyu Zhang | Xueguang Ma | Peng Shi | Jimmy Lin |

Hierarchical Character Tagger for Short Text Spelling Error Correction EMNLP WNUT

Mengyi Gao | Canran Xu | Peng Shi |

Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP MRL

Peng Shi | Rui Zhang | He Bai | Jimmy Lin |

Cross-Lingual Training of Neural Models for Document Ranking EMNLP Findings

Peng Shi | He Bai | Jimmy Lin |

Aligning Cross-Lingual Entities with Multi-Aspect Information EMNLP

Hsiu-Wei Yang | Yanyan Zou | Peng Shi | Wei Lu | Jimmy Lin | Xu SUN |

Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling EMNLP

Jinfeng Rao | Linqing Liu | Yi Tay | Wei Yang | Peng Shi | Jimmy Lin |

Simple Attention-Based Representation Learning for Ranking Short Social Media Posts NAACL

Peng Shi | Jinfeng Rao | Jimmy Lin |

Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia COLING

Michael Azmy | Peng Shi | Jimmy Lin | Ihab Ilyas |

Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks NAACL

Salman Mohammed | Peng Shi | Jimmy Lin |

Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network EMNLP

Peng Shi | Zhiyang Teng | Yue Zhang |