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Fall 2017 Reading Schedule

Dane Bell edited this page Sep 7, 2017 · 41 revisions

(Presenters: It will be helpful if you can do a 5 min primer of all the new terms in the paper you are presenting.

Readers: Please scroll down for supplementary reading materials suggested by the respective presenters.)

Order Presenter Paper Date Location
1 Dane Bell Explaining Recurrent Neural Network Predictions in Sentiment Analysis 9th Sep 2017 GS 906
2 Jack Dukatz Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records 15th Sep 2017 GS 906
3 John Blazic Men Also Like Shopping: Reducing Gender Bias Using Corpus-level Constraints 22nd Sep 2017 GS 906
4 Marco/Clay Discovering Structure in High-Dimensional Data Through Correlation Explanation (CorEx) / The Information Sieve (related to above) (ICML 2016) 29th Sep 2017 GS 906
5 Rebecca Sharp Deep Learning for NLP Best Practices 6th Oct 2017 GS 906
6 Enrique Noriega DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning 13th Oct 2017 GS 906
7 Mithun Paul VERB PHYSICS: Relative Physical Knowledge of Actions and Objects 20th Oct 2017 GS 906
8 Megan Understanding Deep Learning Requires Rethinking Generalization 27th Oct 2017 GS 906
9 Cathy Walsh Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics? 3rd Nov 2017 GS 906
10 Nick Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules 10th Nov 2017 GS 906
11 Michael Capizzi Adversarial Examples for Evaluating Reading Comprehension Systems 17th Nov 2017 GS 906
12 Enrique Noriega Evolution Strategies as a Scalable Alternative to Reinforcement Learning 1st Dec 2017 GS 906
13 Adam King Learning to Paraphrase for Question Answering 8th Dec 2017 GS 906

Supplementary Materials

Below is a list of any important related resources that the presenter has asked to be made available to the reading group.

Order Presenter Additional Resources Date
1 Dane Bell LRP for pixels, convolutional LRP for NLP and LRP tutorials and demos 9/9/2017
8 Megan blog 27th Oct 2017
9 Cathy Walsh Linguistically Naive != Language Independent: Why NLP Needs Linguistic Typology 3rd Nov 2017
12 Enrique Noriega Blog 1st Dec 2017