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Explaining Predictions of Non-Linear Classifiers in NLP
Leila Arras
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Franziska Horn
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Grégoire Montavon
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Klaus-Robert Müller
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Wojciech Samek
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Paper Details:
Month: August
Year: 2016
Location: Berlin, Germany
Venue:
Rep4NLP |
WS |
SIG: SIGREP
Citations
URL
Pathologies of Neural Models Make Interpretations Difficult
Shi Feng
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Eric Wallace
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Alvin Grissom II
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Mohit Iyyer
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Pedro Rodriguez
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Jordan Boyd-Graber
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Comparing Automatic and Human Evaluation of Local Explanations for Text Classification
Dong Nguyen
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Explaining Recurrent Neural Network Predictions in Sentiment Analysis
Leila Arras
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Grégoire Montavon
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Klaus-Robert Müller
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Wojciech Samek
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Interpreting Neural Networks with Nearest Neighbors
Eric Wallace
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Shi Feng
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Jordan Boyd-Graber
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Detecting Diabetes Risk from Social Media Activity
Dane Bell
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Egoitz Laparra
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Aditya Kousik
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Terron Ishihara
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Mihai Surdeanu
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Stephen Kobourov
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http://qwone.com/%7Ejason/20Newsgroups/
https://code.google.com/p/word2vec/
Field Of Study
Linguistic Trends
Embeddings
Approach
Deep Learning
Language
English
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