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.
no code implementations • 13 Feb 2023 • Danilo Ribeiro, Shen Wang, Xiaofei Ma, Henry Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, William Wang, Zhiheng Huang, George Karypis, Bing Xiang, Dan Roth
We introduce STREET, a unified multi-task and multi-domain natural language reasoning and explanation benchmark.
1 code implementation • Findings (NAACL) 2022 • Danilo Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henry Zhu, Xinchi Chen, Zhiheng Huang, Peng Xu, Andrew Arnold, Dan Roth
Our model is able to explain a given hypothesis by systematically generating a step-by-step explanation from textual premises.