Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels

no code implementations • 5 May 2023 • Danilo Ribeiro, Omid Abdar, Jack Goetz, Mike Ross, Annie Dong, Kenneth Forbus, Ahmed Mohamed

In this work we propose OpenFSP, a framework that allows for easy creation of new domains from a handful of simple labels that can be generated without specific NLP knowledge.

Semantic Parsing Sentence +1

SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning

no code implementations • 16 Oct 2022 • Tzu-hsun Feng, Annie Dong, Ching-Feng Yeh, Shu-wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-Wen Li, Hung-Yi Lee

We present the SUPERB challenge at SLT 2022, which aims at learning self-supervised speech representation for better performance, generalization, and efficiency.

Audio Generation Representation Learning +2