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Theory

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Papers

Emergence of Syntax Needs Minimal Supervision ACL 2020
TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task ACL 2020
Speakers enhance contextually confusable words ACL 2020
Showing Your Work Doesn’t Always Work ACL 2020
An Empirical Comparison of Unsupervised Constituency Parsing Methods ACL 2020
Roles and Utilization of Attention Heads in Transformer-based Neural Language Models ACL 2020
Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses ACL 2020
Speech Translation and the End-to-End Promise: Taking Stock of Where We Are ACL 2020
Evaluating Robustness to Input Perturbations for Neural Machine Translation ACL 2020
Syntactic Search by Example ACL 2020
Using PRMSE to evaluate automated scoring systems in the presence of label noise ACL 2020
What’s in a Name? Are BERT Named Entity Representations just as Good for any other Name? ACL 2020
Randomness Efficient Feature Hashing for Sparse Binary Data ACML 2020
Scaling up Simhash ACML 2020
Minimax Testing of Identity to a Reference Ergodic Markov Chain AISTATS 2020
Stopping criterion for active learning based on deterministic generalization bounds AISTATS 2020
RCD: Repetitive causal discovery of linear non-Gaussian acyclic models with latent confounders AISTATS 2020
More Powerful Selective Kernel Tests for Feature Selection AISTATS 2020
Elimination of All Bad Local Minima in Deep Learning AISTATS 2020
Formal Limitations on the Measurement of Mutual Information AISTATS 2020
Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms AISTATS 2020
Infinitely deep neural networks as diffusion processes AISTATS 2020
Stable behaviour of infinitely wide deep neural networks AISTATS 2020
A nonasymptotic law of iterated logarithm for general M-estimators AISTATS 2020
A Topology Layer for Machine Learning AISTATS 2020