conftrace_

supervised learning

464 papers

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SL

Co-occurring keywords · papers mentioning both

text classification (47) neural network (27) representation learning (21) reinforcement learning (21) large language model (18) kernel methods (15) contrastive learning (14) sentiment analysis (13) feature learning (13) natural language processing (12)

Papers

SIDL: A Real-World Dataset for Restoring Smartphone Images with Dirty Lenses AAAI 2025 Span Labeling with Large Language Models: Shell vs. Meat ACL 2025 Specialized Foundation Models Struggle to Beat Supervised Baselines ICLR 2025 Supervised Exploratory Learning for Long-Tailed Visual Recognition ICCV 2025 Supervised Learning with Evolving Tasks and Performance Guarantees JMLR 2025 Supervised Score-Based Modeling by Gradient Boosting AAAI 2025 Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search ICLR 2025 VMWE identification with models trained on GUD (a UDv.2 treebank of Standard Modern Greek) NAACL 2025 WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning ICLR 2025 A Cross-Domain Benchmark for Active Learning NeurIPS 2024 Adaptive Q-Aid for Conditional Supervised Learning in Offline Reinforcement Learning NeurIPS 2024 A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint) AAAI 2024 A Graph per Persona: Reasoning about Subjective Natural Language Descriptions ACL 2024 AlpaGasus: Training a Better Alpaca with Fewer Data ICLR 2024 Amortized Planning with Large-Scale Transformers: A Case Study on Chess NeurIPS 2024 An Entropy-Based Model for Hierarchical Learning JMLR 2024 Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection CVPR 2024 Automated Cognate Detection as a Supervised Link Prediction Task with Cognate Transformer EACL 2024 Bayesian Regression Markets JMLR 2024 Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime NeurIPS 2024 Better Neural PDE Solvers Through Data-Free Mesh Movers ICLR 2024 BPID: A Benchmark for Personal Identity Deduplication EMNLP 2024 CAILMD-23 at SemEval-2024 Task 1: Multilingual Evaluation of Semantic Textual Relatedness SemEval 2024 Ceasefire at FIGNEWS 2024 Shared Task: Automated Detection and Annotation of Media Bias Using Large Language Models ACL 2024 Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View. ICLR 2024