conftrace_

hyperparameter tuning

215 papers

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Co-occurring keywords

bayesian optimization (624) hyperparameter optimization (406) gaussian process (1200) model selection (456) neural network optimization (1293) regret bound (1926) text classification (6793) transfer learning (5449) acquisition function (129) large language model (13587)

Papers

Enhancing Job Evaluation with Data Augmentation and Text Classification ACL 2026
Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark AAAI 2026
Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation AAAI 2026
SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science ACL 2026
Tuning for Two Adversaries: Enhancing the Robustness Against Transfer and Query-Based Attacks Using Hyperparameter Tuning AAAI 2026
FedPop: Federated Population-based Hyperparameter Tuning AAAI 2025
Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025
Extracting Financial Causality through QA: Insights from FinCausal 2025 Spanish Subtask COLING 2025
IEGPS-CSIC at SemEval-2025 Task 11: BERT-based approach for Multi-label Emotion Detection in English and Russian texts ACL 2025
Interactive Training: Feedback-Driven Neural Network Optimization EMNLP 2025
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation AAAI 2025
Learning Accurate and Interpretable Decision Trees (Extended Abstract) IJCAI 2025
A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis COLING 2025
A Practical Analysis of Human Alignment with *PO NAACL 2025
Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation COLING 2025
No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods AAAI 2025
QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods SEMEVAL 2025
Cross-Validated Off-Policy Evaluation AAAI 2025
Design and Analysis of few Million Parameter Transformer-based Language Models trained over a few Million Tokens Dataset EMNLP 2025
Eureka-CIOL@DravidianLangTech 2025: Using Customized BERTs for Sentiment Analysis of Tamil Political Comments NAACL 2025
Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization AISTATS 2024
Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024
The Impact of Integration Step on Integrated Gradients EACL 2024
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models ACL 2024
Parameter-Agnostic Optimization under Relaxed Smoothness AISTATS 2024