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model evaluation

442 papers

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large language model (12755) benchmark evaluation (1539) text classification (6776) language model (4573) natural language processing (2027) evaluation benchmark (250) natural language inference (1278) multimodal learning (4622) bias detection (419) transfer learning (5442)

Papers

A new evaluation framework for topic modeling algorithms based on synthetic corpora AISTATS 2019
Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019
Named Entity Recognition - Is There a Glass Ceiling? CONLL 2019
Making Better Use of the Crowd: How Crowdsourcing Can Advance Machine Learning Research JMLR 2018
Topic Intrusion for Automatic Topic Model Evaluation EMNLP 2018
Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth AISTATS 2018
Active Testing: An Efficient and Robust Framework for Estimating Accuracy ICML 2018
Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness NAACL 2018
Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking COLING 2018
Time for a Change: a Tutorial for Comparing Multiple Classifiers Through Bayesian Analysis JMLR 2017
Saliency Revisited: Analysis of Mouse Movements Versus Fixations CVPR 2017
Evaluating Bayesian Models with Posterior Dispersion Indices ICML 2017
Analysis of Scores, Datasets, and Models in Visual Saliency Prediction ICCV 2013
Saliency and Human Fixations: State-of-the-Art and Study of Comparison Metrics ICCV 2013
Active Estimation of F-Measures NIPS 2010
Model Monitor (M2): Evaluating, Comparing, and Monitoring Models JMLR 2009
An improved estimator of Variance Explained in the presence of noise NIPS 2008