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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

Supervised Exploratory Learning for Long-Tailed Visual Recognition ICCV 2025
RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers COLING 2025
Exploring Supervised Approaches to the Detection of Anthropomorphic Language in the Reporting of NLP Venues ACL 2025
Bayesian Regression Markets JMLR 2024
Foundations of Autonomous Vehicles: A Curriculum Model for Developing Competencies in Artificial Intelligence and the Internet of Things for Grades 7–10 AAAI 2024
BPID: A Benchmark for Personal Identity Deduplication EMNLP 2024
A Cross-Domain Benchmark for Active Learning NIPS 2024
Ceasefire at FIGNEWS 2024 Shared Task: Automated Detection and Annotation of Media Bias Using Large Language Models ACL 2024
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning EACL 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NIPS 2024
Phased Instruction Fine-Tuning for Large Language Models ACL 2024
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024
Tab2Text - A framework for deep learning with tabular data EMNLP 2024
Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime NIPS 2024
Supervised Anomaly Detection for Complex Industrial Images CVPR 2024
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection CVPR 2024
CAILMD-23 at SemEval-2024 Task 1: Multilingual Evaluation of Semantic Textual Relatedness SEMEVAL 2024
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model AAAI 2024
Public-data Assisted Private Stochastic Optimization: Power and Limitations NIPS 2024
Investigating radicalisation indicators in online extremist communities NAACL 2024
Learning soft constrained MPC value functions: Efficient MPC design and implementation providing stability and safety guarantees L4DC 2024
A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint) AAAI 2024
LexComSpaL2: A Lexical Complexity Corpus for Spanish as a Foreign Language COLING 2024
Instruction Pre-Training: Language Models are Supervised Multitask Learners EMNLP 2024
Instruction Tuning With Loss Over Instructions NIPS 2024