precision recall

Are All Marine Species Created Equal? Performance Disparities in Underwater Object Detection WACV 2026 Better Safe Than Sorry? Overreaction Problem of Vision Language Models in Visual Emergency Recognition WACV 2026 Are You Doing Better Than Random Guessing? A Call for Using Negative Controls When Evaluating Causal Discovery Algorithms UAI 2025 A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025 Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses EMNLP 2025 Data Gatherer: LLM-Powered Dataset Reference Extraction from Scientific Literature ACL 2025 Assessing the Efficacy of Grammar Error Correction: A Human Evaluation Approach in the Japanese Context COLING 2024 Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics EMNLP 2024 Exploring Precision and Recall to assess the quality and diversity of LLMs ACL 2024 Precision or Recall? An Analysis of Image Captions for Training Text-to-Image Generation Model EMNLP 2024 Precision/Recall on Imbalanced Test Data AISTATS 2023 Probabilistic Precision and Recall Towards Reliable Evaluation of Generative Models ICCV 2023 An Empirical Study on Finding Spans EMNLP 2022 Mining Health-related Cause-Effect Statements with High Precision at Large Scale COLING 2022 Transparent Human Evaluation for Image Captioning NAACL 2022 Implicit rate-constrained optimization of non-decomposable objectives ICML 2021 (Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys EMNLP 2021 Towards Objectively Evaluating the Quality of Generated Medical Summaries EACL 2021 A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection NeurIPS 2020 Probabilistic Extension of Precision, Recall, and F1 Score for More Thorough Evaluation of Classification Models EMNLP 2020 Reliable Fidelity and Diversity Metrics for Generative Models ICML 2020 The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text EMNLP 2020 Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models ACL 2019 Detecting harassment in real-time as conversations develop ACL 2019 Precision-Recall versus Accuracy and the Role of Large Data Sets AAAI 2019