Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation EACL

Mehrad Moradshahi | Sina Semnani | Monica Lam |

Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues EACL

Mehrad Moradshahi | Victoria Tsai | Giovanni Campagna | Monica Lam |

Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata EMNLP

Silei Xu | Shicheng Liu | Theo Culhane | Elizaveta Pertseva | Meng-Hsi Wu | Sina Semnani | Monica Lam |

WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia F i n d i n g s - E M N L P

Sina Semnani | Violet Yao | Heidi Zhang | Monica Lam |

X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents F i n d i n g s - A C L

Mehrad Moradshahi | Tianhao Shen | Kalika Bali | Monojit Choudhury | Gael de Chalendar | Anmol Goel | Sungkyun Kim | Prashant Kodali | Ponnurangam Kumaraguru | Nasredine Semmar | Sina Semnani | Jiwon Seo | Vivek Seshadri | Manish Shrivastava | Michael Sun | Aditya Yadavalli | Chaobin You | Deyi Xiong | Monica Lam |

A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation ACL Findings

Giovanni Campagna | Sina Semnani | Ryan Kearns | Lucas Jun Koba Sato | Silei Xu | Monica Lam |

Grounding Open-Domain Instructions to Automate Web Support Tasks NAACL

Nancy Xu | Sam Masling | Michael Du | Giovanni Campagna | Larry Heck | James Landay | Monica Lam |

Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking ACL

Giovanni Campagna | Agata Foryciarz | Mehrad Moradshahi | Monica Lam |

Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation EMNLP

Mehrad Moradshahi | Giovanni Campagna | Sina Semnani | Silei Xu | Monica Lam |

AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data EMNLP

Silei Xu | Sina Semnani | Giovanni Campagna | Monica Lam |