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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

Legal Argument Extraction from Court Judgements using Integer Linear Programming EMNLP 2023
Semantic Frame Induction with Deep Metric Learning EACL 2023
Learning Adaptive Game Soundtrack Control AAAI 2023
A Unified Theory of Diversity in Ensemble Learning JMLR 2023
Learning Control by Iterative Inversion ICML 2023
Learning to Design Analog Circuits to Meet Threshold Specifications ICML 2023
Sampling weights of deep neural networks NIPS 2023
AI and Parallelism in CS1: Experiences and Analysis AAAI 2023
Fair Contrastive Learning for Facial Attribute Classification CVPR 2022
Boundary Detection and Categorization of Argument Aspects via Supervised Learning COLING 2022
MUCS@Text-LT-EDI@ACL 2022: Detecting Sign of Depression from Social Media Text using Supervised Learning Approach ACL 2022
Tree-Based Models for Correlated Data JMLR 2022
Supervised Dimensionality Reduction and Visualization using Centroid-Encoder JMLR 2022
Proxima: An Approach for Time or Accuracy Budgeted Collision Proximity Queries RSS 2022
Chained generalisation bounds COLT 2022
Scalable and Efficient Hypothesis Testing with Random Forests JMLR 2022
Distinguishing Learning Rules with Brain Machine Interfaces NIPS 2022
A Boosting Approach to Reinforcement Learning NIPS 2022
JCT at SemEval-2022 Task 6-A: Sarcasm Detection in Tweets Written in English and Arabic using Preprocessing Methods and Word N-grams SEMEVAL 2022
Long Context Question Answering via Supervised Contrastive Learning NAACL 2022
PAC Guarantees and Effective Algorithms for Detecting Novel Categories JMLR 2022
Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models ACL 2022
You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments NIPS 2022
Feature selection using e-values ICML 2022
Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation CVPR 2022