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Supervised Learning

988 directly classified papers

Papers per year

Papers

Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages ACL 2023
Emergent Inabilities? Inverse Scaling Over the Course of Pretraining EMNLP 2023
INarIG: Iterative Non-autoregressive Instruct Generation Model For Word-Level Auto Completion EMNLP 2023
Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models ICML 2023
Cut your Losses with Squentropy ICML 2023
Data-Driven Subgroup Identification for Linear Regression ICML 2023
Estimating Joint Treatment Effects by Combining Multiple Experiments ICML 2023
DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines EMNLP 2023
K-HATERS: A Hate Speech Detection Corpus in Korean with Target-Specific Ratings EMNLP 2023
NarrativeXL: a Large-scale Dataset for Long-Term Memory Models EMNLP 2023
Regression with Sensor Data Containing Incomplete Observations ICML 2023
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction EMNLP 2023
Global and Local Mixture Consistency Cumulative Learning for Long-Tailed Visual Recognitions CVPR 2023
Improving Pacing in Long-Form Story Planning EMNLP 2023
mReFinED: An Efficient End-to-End Multilingual Entity Linking System EMNLP 2023
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries EMNLP 2023
Nested Named Entity Recognition as Building Local Hypergraphs AAAI 2023
Compositional Generalization for Data-to-Text Generation EMNLP 2023
Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper EMNLP 2023
Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation EMNLP 2023
Identifiability of Label Noise Transition Matrix ICML 2023
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench EMNLP 2023
Effects of Human Adversarial and Affable Samples on BERT Generalization EMNLP 2023
Grammatical Error Correction via Mixed-Grained Weighted Training EMNLP 2023