conftrace_

tabular classification

8 papers

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Co-occurring keywords

large language model (13587) in-context learning (1405) bias mitigation (500) symbolic regression (54) prior-data fitted network (7) context optimization (2) random forest (326) classification task (45) social bia (210) model reuse (26)

Papers

Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks AAAI 2026
Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding ACL 2026
Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification EMNLP 2025
Neural Reasoning Networks: Efficient Interpretable Neural Networks with Automatic Textual Explanations AAAI 2025
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NIPS 2024
Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications NAACL 2024
Symbolic Regression Enhanced Decision Trees for Classification Tasks AAAI 2024
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks NIPS 2024