1 code implementation • NAACL (Wordplay) 2022 • Ryan Volum, Sudha Rao, Michael Xu, Gabriel DesGarennes, Chris Brockett, Benjamin Van Durme, Olivia Deng, Akanksha Malhotra, Bill Dolan
In this work, we demonstrate that use of a few example conversational prompts can power a conversational agent to generate both natural language and novel code.
no code implementations • Findings (ACL) 2022 • Kevin Yang, Olivia Deng, Charles Chen, Richard Shin, Subhro Roy, Benjamin Van Durme
We introduce a novel setup for low-resource task-oriented semantic parsing which incorporates several constraints that may arise in real-world scenarios: (1) lack of similar datasets/models from a related domain, (2) inability to sample useful logical forms directly from a grammar, and (3) privacy requirements for unlabeled natural utterances.
no code implementations • 3 Apr 2021 • Akshat Gupta, Olivia Deng, Akruti Kushwaha, Saloni Mittal, William Zeng, Sai Krishna Rallabandi, Alan W Black
We build a word-free natural language understanding module that does intent recognition and slot identification from these phonetic transcription.