Evaluation

Accounting for Language Effect in the Evaluation of Cross-lingual AMR Parsers COLING 2022 ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics EMNLP 2022 ACL Tutorial Proposal: Towards Reproducible Machine Learning Research in Natural Language Processing ACL 2022 A Comparative Analysis between Human-in-the-loop Systems and Large Language Models for Pattern Extraction Tasks EMNLP 2022 Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons ACL 2022 A Few More Examples May Be Worth Billions of Parameters EMNLP 2022 A global analysis of metrics used for measuring performance in natural language processing ACL 2022 A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques EMNLP 2022 Analyzing and Evaluating Faithfulness in Dialogue Summarization EMNLP 2022 Analyzing Dynamic Adversarial Training Data in the Limit ACL 2022 An Analysis of Negation in Natural Language Understanding Corpora ACL 2022 AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark ACL 2022 Answerability: A custom metric for evaluating chatbot performance EMNLP 2022 Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification NAACL 2022 Are Neural Topic Models Broken? EMNLP 2022 Are reported accuracies in the clinical speech machine learning literature overoptimistic? Interspeech 2022 A Simulation-Based Evaluation Framework for Interactive AI Systems and Its Application AAAI 2022 Assessing a Single Image in Reference-Guided Image Synthesis AAAI 2022 Assessing Inter-metric Correlation for Multi-document Summarization Evaluation EMNLP 2022 Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm NeurIPS 2022 Automated Evaluation Metric for Terminology Consistency in MT EMNLP 2022 Automatic Error Analysis for Document-level Information Extraction ACL 2022 Average Sensitivity of Euclidean k-Clustering NeurIPS 2022 Azimuth: Systematic Error Analysis for Text Classification EMNLP 2022 BBQ: A hand-built bias benchmark for question answering ACL 2022