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Evaluation

1654 directly classified papers

Papers per year

Papers

Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models? COLING 2022
Stability of Syntactic Dialect Classification over Space and Time COLING 2022
Deepchecks: A Library for Testing and Validating Machine Learning Models and Data JMLR 2022
On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms AISTATS 2022
An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction IJCNLP 2022
Assessing Combinational Generalization of Language Models in Biased Scenarios IJCNLP 2022
Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET IJCNLP 2022
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation IJCNLP 2022
ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics EMNLP 2022
Automated Evaluation Metric for Terminology Consistency in MT EMNLP 2022
Continuous Rating as Reliable Human Evaluation of Simultaneous Speech Translation EMNLP 2022
Findings of the WMT 2022 Shared Task on Quality Estimation EMNLP 2022
Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022
Are Neural Topic Models Broken? EMNLP 2022
Sarcasm Detection is Way Too Easy! An Empirical Comparison of Human and Machine Sarcasm Detection EMNLP 2022
EnDex: Evaluation of Dialogue Engagingness at Scale EMNLP 2022
On the Impact of Temporal Concept Drift on Model Explanations EMNLP 2022
Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022
Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences EMNLP 2022
Scientific and Creative Analogies in Pretrained Language Models EMNLP 2022
A Few More Examples May Be Worth Billions of Parameters EMNLP 2022
Measuring and Improving Semantic Diversity of Dialogue Generation EMNLP 2022
Language Models Are Poor Learners of Directional Inference EMNLP 2022
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022
Machine translation impact in E-commerce multilingual search EMNLP 2022