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Evaluation

2,155 papers

Papers per year

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Papers

Large Scale Evaluation of Importance Maps in Automatic Speech Recognition INTERSPEECH 2020
JukeBox: A Multilingual Singer Recognition Dataset INTERSPEECH 2020
Stable Regression: On the Power of Optimization over Randomization JMLR 2020
Tuning Causal Discovery Algorithms PGM 2020
Evaluation of Causal Structure Learning Algorithms via Risk Estimation UAI 2020
Minimizers of the Empirical Risk and Risk Monotonicity NIPS 2019
Multiclass Performance Metric Elicitation NIPS 2019
Cold Case: The Lost MNIST Digits NIPS 2019
HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models NIPS 2019
Accurate Layerwise Interpretable Competence Estimation NIPS 2019
Kernel Stein Tests for Multiple Model Comparison NIPS 2019
A Meta-Analysis of Overfitting in Machine Learning NIPS 2019
Verified Uncertainty Calibration NIPS 2019
Interpretable Predictive Modeling for Climate Variables with Weighted Lasso AAAI 2019
Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks AAAI 2019
What if We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks AAAI 2019
Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward AAAI 2019
A Repository of Conversational Datasets ACL 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study ACL 2019
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference ACL 2019
Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction ACL 2019
Deep Dominance - How to Properly Compare Deep Neural Models ACL 2019
Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets ACL 2019
HighRES: Highlight-based Reference-less Evaluation of Summarization ACL 2019
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets ACL 2019