Seminars

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James Pustejovsky (Brandeis University) “Modeling Common Ground for Multimodal Communication” 12:00 pm
James Pustejovsky (Brandeis University) “Modeling Common Ground for Multimodal Communication” @ Hackerman B17
Apr 6 @ 12:00 pm – 1:15 pm
Abstract The demand for more sophisticated human-computer interactions is rapidly increasing, as users become more accustomed to conversation-like interactions with their devices. In this paper, we examine this changing landscape in the context of human-machine[...]
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Been Kim (Google) “Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) 12:00 pm
Been Kim (Google) “Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) @ Hackerman Hall B17
Apr 16 @ 12:00 pm – 1:15 pm
Abstract The interpretation of deep learning models is a challenge due to their size, complexity, and often opaque internal state. In addition, many systems, such as image classifiers, operate on low-level features rather than high-level[...]
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Center for Language and Speech Processing