1 code implementation • 2 Mar 2024 • Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf
We demonstrate our pipeline and create ProPara-Logy, a dataset of analogies between scientific processes.
no code implementations • 23 Dec 2022 • Oren Sultan, Rayen Dhahri, Yauheni Mardan, Tobias Eder, Georg Groh
Key Point Analysis(KPA) is a relatively new task in NLP that combines summarization and classification by extracting argumentative key points (KPs) for a topic from a collection of texts and categorizing their closeness to the different arguments.
1 code implementation • 15 Nov 2022 • Kyle Richardson, Ronen Tamari, Oren Sultan, Reut Tsarfaty, Dafna Shahaf, Ashish Sabharwal
Can we teach natural language understanding models to track their beliefs through intermediate points in text?
1 code implementation • 21 Oct 2022 • Oren Sultan, Dafna Shahaf
Analogy-making gives rise to reasoning, abstraction, flexible categorization and counterfactual inference -- abilities lacking in even the best AI systems today.