12 citations · 19 across the 8 of their papers we have counts for
3 papers · 1 filter
Discourse in Multimedia: A Case Study in Information Extraction
Mrinmaya Sachan, Kumar Avinava Dubey, Eduard H. Hovy +3
To ensure readability, text is often written and presented with due formatting. These text formatting devices help the writer to effectively convey the narrative. At the same time,…
Personalized Survival Prediction with Contextual Explanation Networks
Maruan Al-Shedivat, Avinava Dubey, Eric P. Xing
Accurate and transparent prediction of cancer survival times on the level of individual patients can inform and improve patient care and treatment practices. In this paper, we desi…
The Intriguing Properties of Model Explanations
Maruan Al-Shedivat, Avinava Dubey, Eric P. Xing
Linear approximations to the decision boundary of a complex model have become one of the most popular tools for interpreting predictions. In this paper, we study such linear explan…