Evaluation

Darkness can not drive out darkness: Investigating Bias in Hate SpeechDetection Models ACL 2022 Data Cartography for Low-Resource Neural Machine Translation EMNLP 2022 Data Contamination: From Memorization to Exploitation ACL 2022 Dataset Geography: Mapping Language Data to Language Users ACL 2022 Data-SUITE: Data-centric identification of in-distribution incongruous examples ICML 2022 Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications NAACL 2022 Deepchecks: A Library for Testing and Validating Machine Learning Models and Data JMLR 2022 DialSummEval: Revisiting Summarization Evaluation for Dialogues NAACL 2022 DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation ACL 2022 Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space EMNLP 2022 DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction NAACL 2022 Does BERT Recognize an Agent? Modeling Dowty’s Proto-Roles with Contextual Embeddings COLING 2022 Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED ACL 2022 Does Summary Evaluation Survive Translation to Other Languages? NAACL 2022 Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour AACL 2022 Do Explanations Explain? Model Knows Best CVPR 2022 Do Language Models Make Human-like Predictions about the Coreferents of Italian Anaphoric Zero Pronouns? COLING 2022 Effects of Noise on Speech Perception and Spoken Word Comprehension Interspeech 2022 Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022 E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022 ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022 Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference NAACL 2022 EnDex: Evaluation of Dialogue Engagingness at Scale EMNLP 2022 Error Analysis of ToTTo Table-to-Text Neural NLG Models EMNLP 2022 Establishing Annotation Quality in Multi-label Annotations COLING 2022