19 citations · 71 across the 35 of their papers we have counts for
8 papers · 1 filter
VASR: Visual Analogies of Situation Recognition
Yonatan Bitton, Ron Yosef, Eli Strugo +3
A core process in human cognition is analogical mapping: the ability to identify a similar relational structure between different situations. We introduce a novel task, Visual Anal…
The Lean Data Scientist: Recent Advances towards Overcoming the Data Bottleneck
Chen Shani, Jonathan Zarecki, Dafna Shahaf
Machine learning (ML) is revolutionizing the world, affecting almost every field of science and industry. Recent algorithms (in particular, deep networks) are increasingly data-hun…
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs
Kyle Richardson, Ronen Tamari, Oren Sultan +3
Can we teach natural language understanding models to track their beliefs through intermediate points in text? We propose a representation learning framework called breakpoint mode…
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts
Moran Mizrahi, Dafna Shahaf
The web is full of guidance on a wide variety of tasks, from changing the oil in your car to baking an apple pie. However, as content is created independently, a single task could…
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game
Dan Ofer, Dafna Shahaf
Humor is an inherently social phenomenon, with humorous utterances shaped by what is socially and culturally accepted. Understanding humor is an important NLP challenge, with many…
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes
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. Much research has…