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supervised learning

434 papers

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SL

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text classification (6776) neural network (6616) representation learning (6174) large language model (12755) reinforcement learning (4122) sentiment analysis (2079) contrastive learning (3979) feature learning (1309) kernel methods (1096) natural language processing (2027)

Papers

To What Extent Does Lexical Normalization Help English-as-a-Second Language Learners to Read Noisy English Texts? EMNLP 2021
“Something Something Hota Hai!” An Explainable Approach towards Sentiment Analysis on Indian Code-Mixed Data EMNLP 2021
Supervised Identification of Participant Slots in Contracts EMNLP 2021
Implicit Behavioral Cloning CORL 2021
Automated Extraction of Sentencing Decisions from Court Cases in the Hebrew Language EMNLP 2021
GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity ACL 2021
Parameter Selection: Why We Should Pay More Attention to It ACL 2021
Differentiable Learning Under Triage NIPS 2021
Information-theoretic generalization bounds for black-box learning algorithms NIPS 2021
Improving and Simplifying Pattern Exploiting Training EMNLP 2021
Introduction to Machine Learning with Robots and Playful Learning AAAI 2021
Keyphrase Extraction with Incomplete Annotated Training Data EMNLP 2021
A Contextual Bandit Bake-off JMLR 2021
Learning Hard Optimization Problems: A Data Generation Perspective NIPS 2021
Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators’ Disagreement EMNLP 2021
Bifurcation Spiking Neural Network JMLR 2021
Imprecise Oracles Impose Limits to Predictability in Supervised Learning (Extended Abstract) IJCAI 2021
Unifying lower bounds on prediction dimension of convex surrogates NIPS 2021
Human Consensus-Oriented Image Captioning IJCAI 2020
A Deep Learning Approach to Active Noise Control INTERSPEECH 2020
Error-Bounded Correction of Noisy Labels ICML 2020
Annotation and Detection of Arguments in Tweets COLING 2020
Supervised Discovery of Unknown Unknowns through Test Sample Mining (Student Abstract) AAAI 2020
Subspace Fitting Meets Regression: The Effects of Supervision and Orthonormality Constraints on Double Descent of Generalization Errors ICML 2020
Detecting Attackable Sentences in Arguments EMNLP 2020