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Evaluation

2,155 papers

Papers per year

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Papers

Data-SUITE: Data-centric identification of in-distribution incongruous examples ICML 2022
The CLRS Algorithmic Reasoning Benchmark ICML 2022
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee ICML 2022
Not a Number: Identifying Instance Features for Capability-Oriented Evaluation IJCAI 2022
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation IJCNLP 2022
Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET IJCNLP 2022
Assessing Combinational Generalization of Language Models in Biased Scenarios IJCNLP 2022
An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction IJCNLP 2022
Predicting label distribution improves non-intrusive speech quality estimation INTERSPEECH 2022
Are reported accuracies in the clinical speech machine learning literature overoptimistic? INTERSPEECH 2022
Evaluating the effects of modified speech on perceptual speaker identification performance INTERSPEECH 2022
Effects of Noise on Speech Perception and Spoken Word Comprehension INTERSPEECH 2022
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications INTERSPEECH 2022
Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition INTERSPEECH 2022
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric INTERSPEECH 2022
Which Model is Best: Comparing Methods and Metrics for Automatic Laughter Detection in a Naturalistic Conversational Dataset INTERSPEECH 2022
Deepchecks: A Library for Testing and Validating Machine Learning Models and Data JMLR 2022
Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications NAACL 2022
On the Robustness of Reading Comprehension Models to Entity Renaming NAACL 2022
On the Machine Learning of Ethical Judgments from Natural Language NAACL 2022
Quantifying Synthesis and Fusion and their Impact on Machine Translation NAACL 2022
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation NAACL 2022
Non-Autoregressive Machine Translation: It’s Not as Fast as it Seems NAACL 2022
Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations NAACL 2022
Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN NAACL 2022