2022-05-27 1:56PM
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A closer look at memorization in deep networks
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https://kylrth.com/paper/closer-look-at-memorization/
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2022-05-27 1:56PM
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A sensitivity analysis of (and practitionersβ guide to) convolutional neural networks for sentence classification
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https://kylrth.com/paper/cnn-sentence/
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2022-05-27 1:56PM
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kylrth.com/paper/cnn-sentence/sentence_conv.png
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https://kylrth.com/paper/cnn-sentence/sentence_conv.png
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2022-05-27 1:56PM
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The consciousness prior
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https://kylrth.com/paper/consciousness-prior/
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2022-05-27 1:56PM
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Cross-lingual alignment of contextual word embeddings, with applications to zero-shot dependency parsing
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https://kylrth.com/paper/cross-lingual-alignment-contextual/
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2022-05-27 1:56PM
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kylrth.com/paper/cross-lingual-alignment-contextual/pca.png
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https://kylrth.com/paper/cross-lingual-alignment-contextual/pca.png
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2022-05-27 1:56PM
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Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
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https://kylrth.com/paper/ctc/
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2022-05-27 1:56PM
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Data scaling laws in NMT: the effect of noise and architecture
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https://kylrth.com/paper/data-scaling-laws-nmt/
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2022-05-27 1:56PM
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Deep contextualized word representations
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https://kylrth.com/paper/deep-contextualized-word-representations/
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2022-05-27 1:56PM
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Deep learning
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https://kylrth.com/paper/deep-learning/
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2022-05-27 1:56PM
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kylrth.com/paper/deep-learning/samoyed.png
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https://kylrth.com/paper/deep-learning/samoyed.png
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2022-05-27 1:56PM
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A disciplined approach to neural network hyperparameters: part 1
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https://kylrth.com/paper/disciplined-approach-to-hyperparameters/
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2022-05-27 1:56PM
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Distributed representations of words and phrases and their compositionality
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https://kylrth.com/paper/distributed-representations/
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2022-05-27 1:56PM
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The effect of model size on worst-group generalization
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https://kylrth.com/paper/effect-of-model-size-on-worst-group-generalization/
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2022-05-27 1:56PM
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Experienced well-being rises with income, even above $75,000 per year
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https://kylrth.com/paper/experienced-well-being/
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2022-05-27 1:56PM
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kylrth.com/paper/experienced-well-being/plot.webp
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https://kylrth.com/paper/experienced-well-being/plot.webp
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2022-05-27 1:56PM
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Compositional generalization by factorizing alignment and translation
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https://kylrth.com/paper/factorizing-alignment-and-translation/
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2022-05-27 1:56PM
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Google's neural machine translation system: bridging the gap between human and machine translation
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https://kylrth.com/paper/google-nmt-2016/
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2022-05-27 1:56PM
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Google's multilingual neural machine translation system
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https://kylrth.com/paper/google-zero-shot/
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2022-05-27 1:56PM
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Forward and reverse gradient-based hyperparameter optimization
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https://kylrth.com/paper/gradient-based-hyperparameter-optimization/
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2022-05-27 1:56PM
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papers on Kyle Roth
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https://kylrth.com/paper/index.xml
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2022-05-27 1:56PM
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Inductive biases for deep learning of higher-level cognition
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https://kylrth.com/paper/inductive-biases-higher-cognition/
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2022-05-27 1:56PM
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Learning explanations that are hard to vary
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https://kylrth.com/paper/learning-explanations-hard-to-vary/
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2022-05-27 1:56PM
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kylrth.com/paper/learning-explanations-hard-to-vary/example.png
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https://kylrth.com/paper/learning-explanations-hard-to-vary/example.png
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2022-05-27 1:56PM
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kylrth.com/paper/learning-explanations-hard-to-vary/figure6.png
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https://kylrth.com/paper/learning-explanations-hard-to-vary/figure6.png
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2022-05-27 1:56PM
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kylrth.com/paper/learning-explanations-hard-to-vary/figure8.png
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https://kylrth.com/paper/learning-explanations-hard-to-vary/figure8.png
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2022-05-27 1:56PM
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Masked autoencoders are scalable vision learners
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https://kylrth.com/paper/masked-autoencoders-are-scalable-vision-learners/
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2022-05-27 1:56PM
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A meta-transfer objective for learning to disentangle causal mechanisms
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https://kylrth.com/paper/meta-transfer-objective-for-causal-mechanisms/
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2022-05-27 1:56PM
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Towards a multi-view language representation
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https://kylrth.com/paper/multi-view-language-representation/
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2022-05-27 1:56PM
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Learning neural causal models from unknown interventions
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https://kylrth.com/paper/neural-causal-models/
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2022-05-27 1:56PM
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Neural message passing for quantum chemistry
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https://kylrth.com/paper/neural-message-passing/
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2022-05-27 1:56PM
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It's not just size that matters: small language models are also few-shot learners
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https://kylrth.com/paper/not-just-size-that-matters/
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2022-05-27 1:56PM
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Overcoming catastrophic forgetting in neural networks
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https://kylrth.com/paper/overcoming-catastrophic-forgetting/
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2022-05-27 1:56PM
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papers
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https://kylrth.com/paper/page/2/
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2022-05-27 1:56PM
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papers
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https://kylrth.com/paper/page/3/
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2022-05-27 1:56PM
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papers
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https://kylrth.com/paper/page/4/
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2022-05-27 1:56PM
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papers
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https://kylrth.com/paper/page/5/
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2022-05-27 1:56PM
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papers
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https://kylrth.com/paper/page/6/
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2022-05-27 1:56PM
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papers
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https://kylrth.com/paper/page/7/
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2022-05-27 1:56PM
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papers
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https://kylrth.com/paper/page/8/
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