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Evaluation

1654 directly classified papers

Papers per year

Papers

Legal Judgment Prediction: If You Are Going to Do It, Do It Right EMNLP 2023
Quality Estimation Using Minimum Bayes Risk EMNLP 2023
Evaluating Metrics for Document-context Evaluation in Machine Translation EMNLP 2023
Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task EMNLP 2023
Training and Meta-Evaluating Machine Translation Evaluation Metrics at the Paragraph Level EMNLP 2023
On Calibrating Semantic Segmentation Models: Analyses and an Algorithm CVPR 2023
Beyond mAP: Towards Better Evaluation of Instance Segmentation CVPR 2023
Dragonfly_captain at SemEval-2023 Task 11: Unpacking Disagreement with Investigation of Annotator Demographics and Task Difficulty SEMEVAL 2023
A Two-Sided Discussion of Preregistration of NLP Research EACL 2023
Vote’n’Rank: Revision of Benchmarking with Social Choice Theory EACL 2023
OLEA: Tool and Infrastructure for Offensive Language Error Analysis in English EACL 2023
PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation EACL 2023
Error Estimation for Random Fourier Features AISTATS 2023
Data Banzhaf: A Robust Data Valuation Framework for Machine Learning AISTATS 2023
AUC-based Selective Classification AISTATS 2023
On the bias of K-fold cross validation with stable learners AISTATS 2023
Precision Recall Cover: A Method For Assessing Generative Models AISTATS 2023
Unifying local and global model explanations by functional decomposition of low dimensional structures AISTATS 2023
Precision/Recall on Imbalanced Test Data AISTATS 2023
Influence Diagnostics under Self-concordance AISTATS 2023
Balanced Off-Policy Evaluation for Personalized Pricing AISTATS 2023
Faith-Shap: The Faithful Shapley Interaction Index JMLR 2023
On Tilted Losses in Machine Learning: Theory and Applications JMLR 2023
Selection by Prediction with Conformal p-values JMLR 2023
Fine-Grained Activities of People Worldwide WACV 2023