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 |

Value-Agnostic Conversational Semantic Parsing ACL IJCNLP

Emmanouil Antonios Platanios | Adam Pauls | Subhro Roy | Yuchen Zhang | Alexander Kyte | Alan Guo | Sam Thomson | Jayant Krishnamurthy | Jason Wolfe | Jacob Andreas | Dan Klein |

Constrained Language Models Yield Few-Shot Semantic Parsers EMNLP

Richard Shin | Christopher Lin | Sam Thomson | Charles Chen | Subhro Roy | Emmanouil Antonios Platanios | Adam Pauls | Dan Klein | Jason Eisner | Benjamin Van Durme |

Task-Oriented Dialogue as Dataflow Synthesis TACL

Jacob Andreas | John Bufe | David Burkett | Charles Chen | Josh Clausman | Jean Crawford | Kate Crim | Jordan DeLoach | Leah Dorner | Jason Eisner | Hao Fang | Alan Guo | David Hall | Kristin Hayes | Kellie Hill | Diana Ho | Wendy Iwaszuk | Smriti Jha | Dan Klein | Jayant Krishnamurthy | Theo Lanman | Percy Liang | Christopher H. Lin | Ilya Lintsbakh | Andy McGovern | Aleksandr Nisnevich | Adam Pauls | Dmitrij Petters | Brent Read | Dan Roth | Subhro Roy | Jesse Rusak | Beth Short | Div Slomin | Ben Snyder | Stephon Striplin | Yu Su | Zachary Tellman | Sam Thomson | Andrei Vorobev | Izabela Witoszko | Jason Wolfe | Abby Wray | Yuchen Zhang | Alexander Zotov |

Rational Recurrences EMNLP

Hao Peng | Roy Schwartz | Sam Thomson | Noah A. Smith |

Syntactic Scaffolds for Semantic Structures EMNLP

Swabha Swayamdipta | Sam Thomson | Kenton Lee | Luke Zettlemoyer | Chris Dyer | Noah A. Smith |

Learning Joint Semantic Parsers from Disjoint Data NAACL

Hao Peng | Sam Thomson | Swabha Swayamdipta | Noah A. Smith |

Bridging CNNs, RNNs, and Weighted Finite-State Machines ACL

Roy Schwartz | Sam Thomson | Noah A. Smith |

Backpropagating through Structured Argmax using a SPIGOT ACL

Hao Peng | Sam Thomson | Noah A. Smith |

Deep Multitask Learning for Semantic Dependency Parsing ACL

Hao Peng | Sam Thomson | Noah A. Smith |

Toward Abstractive Summarization Using Semantic Representations NAACL

Fei Liu | Jeffrey Flanigan | Sam Thomson | Norman Sadeh | Noah A. Smith |

Frame-Semantic Role Labeling with Heterogeneous Annotations ACL IJCNLP

Meghana Kshirsagar | Sam Thomson | Nathan Schneider | Jaime Carbonell | Noah A. Smith | Chris Dyer |

A Discriminative Graph-Based Parser for the Abstract Meaning Representation ACL

Jeffrey Flanigan | Sam Thomson | Jaime Carbonell | Chris Dyer | Noah A. Smith |

CMU: Arc-Factored, Discriminative Semantic Dependency Parsing *SEMEVAL

Sam Thomson | Brendan O’Connor | Jeffrey Flanigan | David Bamman | Jesse Dodge | Swabha Swayamdipta | Nathan Schneider | Chris Dyer | Noah A. Smith |