Multi-Dimensional Explanation of Target Variables from Documents

Multi-Dimensional Explanation of Target Variables from Documents

25 September 2019

Diego Antognini

Boi Faltings

Papers citing "Multi-Dimensional Explanation of Target Variables from Documents"

10 / 10 papers shown

Title
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 211 1,593 0 11 Jun 2019
Is Attention Interpretable? Sofia Serrano Noah A. Smith 101 683 0 09 Jun 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 128 1,323 0 26 Feb 2019
Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision Athanasios Giannakopoulos Diego Antognini C. Musat Andreea Hossmann Michael Baeriswyl 34 9 0 26 Sep 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 280 2,264 0 24 Jun 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 113 2,138 0 09 Mar 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 305 5,364 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 179 2,530 0 02 Nov 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 374 7,959 0 17 Aug 2015
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 116 1,101 0 05 Jun 2015