Evaluation

Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison EACL 2017 YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video CVPR 2017 A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation CVPR 2016 Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation JMLR 2016 Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks JMLR 2016 Estimating Accuracy from Unlabeled Data: A Bayesian Approach ICML 2016 Guarding against Spurious Discoveries in High Dimensions JMLR 2016 Is all that Glitters in Machine Translation Quality Estimation really Gold? COLING 2016 Marginal Contrast Among Romanian Vowels: Evidence from ASR and Functional Load Interspeech 2016 Optimizing Speech Recognition Evaluation Using Stratified Sampling Interspeech 2016 Power of Ordered Hypothesis Testing ICML 2016 Revisiting the Evaluation for Cross Document Event Coreference COLING 2016 Semantic overfitting: what ‘world’ do we consider when evaluating disambiguation of text? COLING 2016 Two Illuminant Estimation and User Correction Preference CVPR 2016 Understanding the Lexical Simplification Needs of Non-Native Speakers of English COLING 2016 Using Spatial Order to Boost the Elimination of Incorrect Feature Matches CVPR 2016 Calibrated Structured Prediction NeurIPS 2015 Dealing with small data: On the generalization of context trees ICML 2015 Guaranteed Outlier Removal for Rotation Search ICCV 2015 NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning NeurIPS 2015 Precision-Recall-Gain Curves: PR Analysis Done Right NeurIPS 2015 Regularization Path of Cross-Validation Error Lower Bounds NeurIPS 2015 Statistical Model Criticism using Kernel Two Sample Tests NeurIPS 2015 Consistent Binary Classification with Generalized Performance Metrics NeurIPS 2014 Exact Post Model Selection Inference for Marginal Screening NeurIPS 2014