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Statistical Learning

4,117 papers

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Papers

How Many Representatives Do We Need? The Optimal Size of a Congress Voting on Binary Issues AAAI 2022
Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model AAAI 2022
On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022
Domain-Lifted Sampling for Universal Two-Variable Logic and Extensions AAAI 2022
Training on the Test Set: Mapping the System-Problem Space in AI AAAI 2022
Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees AAAI 2022
Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches AACL 2022
Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics AACL 2022
Text Characterization Toolkit (TCT) AACL 2022
Reproducibility Signals in Science: A preliminary analysis AACL 2022
Modeling Syntactic-Semantic Dependency Correlations in Semantic Role Labeling Using Mixture Models ACL 2022
k-Rater Reliability: The Correct Unit of Reliability for Aggregated Human Annotations ACL 2022
Rethinking and Refining the Distinct Metric ACL 2022
Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa ACL 2022
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning ACL 2022
Calibration of Machine Reading Systems at Scale ACL 2022
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL 2022
Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings ACL 2022
Improving Neural Political Statement Classification with Class Hierarchical Information ACL 2022
On the data requirements of probing ACL 2022
Estimating word co-occurrence probabilities from pretrained static embeddings using a log-bilinear model ACL 2022
Clustering Examples in Multi-Dataset Benchmarks with Item Response Theory ACL 2022
Label Errors in BANKING77 ACL 2022
Behind the Mask: Demographic bias in name detection for PII masking ACL 2022
Fairness Trade-Offs and Partial Debiasing ACML 2022