2.1k citations · 5.6k across the 30 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.CL2015★ 166 cited
Visualizing and Understanding Neural Models in NLP
Jiwei Li, Xinlei Chen, Eduard Hovy +1
While neural networks have been successfully applied to many NLP tasks the resulting vector-based models are very difficult to interpret. For example it's not clear how they achiev…
cs.CV2015★ 67 cited
Webly Supervised Learning of Convolutional Networks
Xinlei Chen, Abhinav Gupta
We present an approach to utilize large amounts of web data for learning CNNs. Specifically inspired by curriculum learning, we present a two-step approach for CNN training. First,…
cs.CV2015★ 1.6k cited
Microsoft COCO Captions: Data Collection and Evaluation Server
Xinlei Chen, Hao Fang, Tsung-Yi Lin +4
In this paper we describe the Microsoft COCO Caption dataset and evaluation server. When completed, the dataset will contain over one and a half million captions describing over 33…