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Question to the community. Where can i follow research on this area understanding decision making and reasoning of neural networks?
by ravenkat 9y ago
Question to the community. Where can i follow research on this area understanding decision making and reasoning of neural networks?
- joe_the_user 9y agoWell, I think the research is more ad-hoc than being it's own field at this point. I just scan papers that come up in the Reddit group[1]. I've seen: "Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks" by Rajarshi Das, Arvind Neelakantan, David Belanger, Andrew McCallum "Rationalizing Neural Predictions" by Tao Lei, Regina Barzilay and Tommi Jaakkola "'Why Should I Trust You?' Explaining the Predictions of Any Classifier by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin You might be able to chase down the works of these various authors to find more. [1] https://www.reddit.com/r/MachineLearning/ https://www.reddit.com/r/MachineLearning/