1.6k citations · 4.5k across the 123 of their papers we have counts for
4 papers · 1 filter
Identifying Most Walkable Direction for Navigation in an Outdoor Environment
Sachin Mehta, Hannaneh Hajishirzi, Linda Shapiro
We present an approach for identifying the most walkable direction for navigation using a hand-held camera. Our approach extracts semantically rich contextual information from the…
Neural Speed Reading via Skim-RNN
Minjoon Seo, Sewon Min, Ali Farhadi +1
Inspired by the principles of speed reading, we introduce Skim-RNN, a recurrent neural network (RNN) that dynamically decides to update only a small fraction of the hidden state fo…
Scientific Information Extraction with Semi-supervised Neural Tagging
Yi Luan, Mari Ostendorf, Hannaneh Hajishirzi
This paper addresses the problem of extracting keyphrases from scientific articles and categorizing them as corresponding to a task, process, or material. We cast the problem as se…
Question Answering through Transfer Learning from Large Fine-grained Supervision Data
Sewon Min, Minjoon Seo, Hannaneh Hajishirzi
We show that the task of question answering (QA) can significantly benefit from the transfer learning of models trained on a different large, fine-grained QA dataset. We achieve th…