Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL

Linlu Qiu | Peter Shaw | Panupong Pasupat | Pawel Nowak | Tal Linzen | Fei Sha | Kristina Toutanova |

Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing COLING

Yury Zemlyanskiy | Michiel de Jong | Joshua Ainslie | Panupong Pasupat | Peter Shaw | Linlu Qiu | Sumit Sanghai | Fei Sha |

Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing EMNLP

Linlu Qiu | Peter Shaw | Panupong Pasupat | Tianze Shi | Jonathan Herzig | Emily Pitler | Fei Sha | Kristina Toutanova |

Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? EMNLP

Linlu Qiu | Hexiang Hu | Bowen Zhang | Peter Shaw | Fei Sha |

Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ACL IJCNLP

Peter Shaw | Ming-Wei Chang | Panupong Pasupat | Kristina Toutanova |

Graph-Based Decoding for Task Oriented Semantic Parsing EMNLP Findings

Jeremy Cole | Nanjiang Jiang | Panupong Pasupat | Luheng He | Peter Shaw |

Visually Grounded Concept Composition EMNLP Findings

Bowen Zhang | Hexiang Hu | Linlu Qiu | Peter Shaw | Fei Sha |

Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing ACL

Alane Suhr | Ming-Wei Chang | Peter Shaw | Kenton Lee |

Answering Conversational Questions on Structured Data without Logical Forms EMNLP

Thomas Mueller | Francesco Piccinno | Peter Shaw | Massimo Nicosia | Yasemin Altun |

Generating Logical Forms from Graph Representations of Text and Entities ACL

Peter Shaw | Philip Massey | Angelica Chen | Francesco Piccinno | Yasemin Altun |

Self-Attention with Relative Position Representations NAACL

Peter Shaw | Jakob Uszkoreit | Ashish Vaswani |