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Supervised Learning

988 directly classified papers

Papers per year

Papers

Rethinking the Objectives of Extractive Question Answering EMNLP 2021
Supervised Identification of Participant Slots in Contracts EMNLP 2021
BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models EMNLP 2021
Does Social Pressure Drive Persuasion in Online Fora? EMNLP 2021
GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity ACL 2021
Lattice partition recovery with dyadic CART NIPS 2021
macech at SemEval-2021 Task 5: Toxic Spans Detection IJCNLP 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents IJCNLP 2021
SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles IJCNLP 2021
Ruddit: Norms of Offensiveness for English Reddit Comments IJCNLP 2021
Modeling Language Usage and Listener Engagement in Podcasts IJCNLP 2021
Jo-SRC: A Contrastive Approach for Combating Noisy Labels CVPR 2021
Argumentation-Driven Evidence Association in Criminal Cases EMNLP 2021
With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms EACL 2021
Arabic Offensive Language on Twitter: Analysis and Experiments EACL 2021
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection IJCNLP 2021
Regularized ERM on random subspaces AISTATS 2021
Learning Recurrent Neural Net Models of Nonlinear Systems L4DC 2021
Data-Driven System Level Synthesis L4DC 2021
Estimation and Optimization of Composite Outcomes JMLR 2021
When Does Gradient Descent with Logistic Loss Find Interpolating Two-Layer Networks? JMLR 2021
Finite-sample Analysis of Interpolating Linear Classifiers in the Overparameterized Regime JMLR 2021
A Unified Framework for Random Forest Prediction Error Estimation JMLR 2021
Augmentation Strategies for Learning With Noisy Labels CVPR 2021
Disentangling Label Distribution for Long-Tailed Visual Recognition CVPR 2021