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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

A Graph per Persona: Reasoning about Subjective Natural Language Descriptions ACL 2024
Learning soft constrained MPC value functions: Efficient MPC design and implementation providing stability and safety guarantees L4DC 2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models NIPS 2024
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024
QI-IRA: Quantum-Inspired Interactive Ranking Aggregation for Person Re-identification AAAI 2024
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis NIPS 2024
Sentence Segmentation and Punctuation for Ancient Books Based on Supervised In-context Training COLING 2024
Learning Reasons for Product Returns on E-Commerce COLING 2024
Bayesian Regression Markets JMLR 2024
Adaptive $Q$-Aid for Conditional Supervised Learning in Offline Reinforcement Learning NIPS 2024
Amortized Planning with Large-Scale Transformers: A Case Study on Chess NIPS 2024
BPID: A Benchmark for Personal Identity Deduplication EMNLP 2024
WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case EMNLP 2024
Instruction Fine-Tuning: Does Prompt Loss Matter? EMNLP 2024
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection CVPR 2024
Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral Emotion EACL 2024
MAPTree: Beating “Optimal” Decision Trees with Bayesian Decision Trees AAAI 2024
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning EACL 2024
Phased Instruction Fine-Tuning for Large Language Models ACL 2024
Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It CVPR 2024
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model AAAI 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
A New Benchmark: On the Utility of Synthetic Data With Blender for Bare Supervised Learning and Downstream Domain Adaptation CVPR 2023
Contrastive Classification and Representation Learning with Probabilistic Interpretation AAAI 2023
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback ACL 2023