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Generalization

88 directly classified papers

Papers per year

Papers

How Can We Accelerate Progress Towards Human-like Linguistic Generalization? ACL 2020
Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization EMNLP 2019
Testing the Generalization Power of Neural Network Models across NLI Benchmarks ACL 2019
Posing Fair Generalization Tasks for Natural Language Inference EMNLP 2019
Quantifying Generalization in Reinforcement Learning ICML 2019
CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks ACL 2019
Generalization of Reinforcement Learners with Working and Episodic Memory NIPS 2019
Data-dependent PAC-Bayes priors via differential privacy NIPS 2018
Improving Text-to-SQL Evaluation Methodology ACL 2018
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks EMNLP 2018
Exploring Generalization in Deep Learning NIPS 2017
From Stochastic Mixability to Fast Rates NIPS 2014
Stability Bounds for Non-i.i.d. Processes NIPS 2007