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Supervised Learning

989 papers

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Papers

Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022
A survey on improving NLP models with human explanations ACL 2022
A Spectral Perspective of DNN Robustness to Label Noise AISTATS 2022
Label differential privacy via clustering AISTATS 2022
Chernoff Sampling for Active Testing and Extension to Active Regression AISTATS 2022
Dropout as a Regularizer of Interaction Effects AISTATS 2022
Firebolt: Weak Supervision Under Weaker Assumptions AISTATS 2022
PAC Learning of Quantum Measurement Classes : Sample Complexity Bounds and Universal Consistency AISTATS 2022
“Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations COLING 2022
Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre COLING 2022
Label Smoothing for Text Mining COLING 2022
CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022
Method Entity Extraction from Biomedical Texts COLING 2022
Few Clean Instances Help Denoising Distant Supervision COLING 2022
Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support Forums COLING 2022
Reproducibility and Automation of the Appraisal Taxonomy COLING 2022
MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity Recognition COLING 2022
Prepositions Matter in Quantifier Scope Disambiguation COLING 2022
Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language COLING 2022
Noise Learning for Text Classification: A Benchmark COLING 2022
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction COLING 2022
Reweighting Strategy Based on Synthetic Data Identification for Sentence Similarity COLING 2022
MaxMatch-Dropout: Subword Regularization for WordPiece COLING 2022
Instance-Dependent Label-Noise Learning With Manifold-Regularized Transition Matrix Estimation CVPR 2022
PONI: Potential Functions for ObjectGoal Navigation With Interaction-Free Learning CVPR 2022