Agentic NL2SQL to Reduce Computational Costs
Fuente:
arXiv
Saved in:
| Main Authors: | Jehle, Dominik, Purucker, Lennart, Hutter, Frank |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Large Language Models Engineer Too Many Simple Features For Tabular Data
by: Küken, Jaris, et al.
Published: (2024)
by: Küken, Jaris, et al.
Published: (2024)
Don't Waste Your Time: Early Stopping Cross-Validation
by: Bergman, Edward, et al.
Published: (2024)
by: Bergman, Edward, et al.
Published: (2024)
Hardware Aware Ensemble Selection for Balancing Predictive Accuracy and Cost
by: Maier, Jannis, et al.
Published: (2024)
by: Maier, Jannis, et al.
Published: (2024)
Evaluating NL2SQL via SQL2NL
by: Safarzadeh, Mohammadtaher, et al.
Published: (2025)
by: Safarzadeh, Mohammadtaher, et al.
Published: (2025)
Real-TabPFN: Improving Tabular Foundation Models via Continued Pre-training With Real-World Data
by: Garg, Anurag, et al.
Published: (2025)
by: Garg, Anurag, et al.
Published: (2025)
TabArena: A Living Benchmark for Machine Learning on Tabular Data
by: Erickson, Nick, et al.
Published: (2025)
by: Erickson, Nick, et al.
Published: (2025)
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
by: Sukthanker, Rhea Sanjay, et al.
Published: (2024)
by: Sukthanker, Rhea Sanjay, et al.
Published: (2024)
Early Stopping Tabular In-Context Learning
by: Küken, Jaris, et al.
Published: (2025)
by: Küken, Jaris, et al.
Published: (2025)
NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions
by: Hou, Shizheng, et al.
Published: (2026)
by: Hou, Shizheng, et al.
Published: (2026)
Causal Data Augmentation for Robust Fine-Tuning of Tabular Foundation Models
by: Bühler, Magnus, et al.
Published: (2026)
by: Bühler, Magnus, et al.
Published: (2026)
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs
by: Nguyen, Dai Quoc, et al.
Published: (2025)
by: Nguyen, Dai Quoc, et al.
Published: (2025)
GeoSQL-Eval: First Evaluation of LLMs on PostGIS-Based NL2GeoSQL Queries
by: Hou, Shuyang, et al.
Published: (2025)
by: Hou, Shuyang, et al.
Published: (2025)
Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks
by: Watanabe, Shuhei, et al.
Published: (2024)
by: Watanabe, Shuhei, et al.
Published: (2024)
How Usable is Automated Feature Engineering for Tabular Data?
by: Schäfer, Bastian, et al.
Published: (2025)
by: Schäfer, Bastian, et al.
Published: (2025)
nanoTabPFN: A Lightweight and Educational Reimplementation of TabPFN
by: Pfefferle, Alexander, et al.
Published: (2025)
by: Pfefferle, Alexander, et al.
Published: (2025)
Tuning LLM Judge Design Decisions for 1/1000 of the Cost
by: Salinas, David, et al.
Published: (2025)
by: Salinas, David, et al.
Published: (2025)
Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System
by: Zhang, Xiang, et al.
Published: (2026)
by: Zhang, Xiang, et al.
Published: (2026)
c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization
by: Watanabe, Shuhei, et al.
Published: (2022)
by: Watanabe, Shuhei, et al.
Published: (2022)
Quickly Tuning Foundation Models for Image Segmentation
by: Das, Breenda, et al.
Published: (2025)
by: Das, Breenda, et al.
Published: (2025)
Towards Benchmarking Foundation Models for Tabular Data With Text
by: Mráz, Martin, et al.
Published: (2025)
by: Mráz, Martin, et al.
Published: (2025)
EquiTabPFN: A Target-Permutation Equivariant Prior Fitted Networks
by: Arbel, Michael, et al.
Published: (2025)
by: Arbel, Michael, et al.
Published: (2025)
Efficient Search for Customized Activation Functions with Gradient Descent
by: Strack, Lukas, et al.
Published: (2024)
by: Strack, Lukas, et al.
Published: (2024)
Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization
by: Carstensen, Timur, et al.
Published: (2025)
by: Carstensen, Timur, et al.
Published: (2025)
Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator
by: Watanabe, Shuhei, et al.
Published: (2022)
by: Watanabe, Shuhei, et al.
Published: (2022)
Weight-Entanglement Meets Gradient-Based Neural Architecture Search
by: Sukthanker, Rhea Sanjay, et al.
Published: (2023)
by: Sukthanker, Rhea Sanjay, et al.
Published: (2023)
Does TabPFN Understand Causal Structures?
by: Swelam, Omar, et al.
Published: (2025)
by: Swelam, Omar, et al.
Published: (2025)
Unreflected Use of Tabular Data Repositories Can Undermine Research Quality
by: Tschalzev, Andrej, et al.
Published: (2025)
by: Tschalzev, Andrej, et al.
Published: (2025)
TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research
by: Harrasse, Abir, et al.
Published: (2025)
by: Harrasse, Abir, et al.
Published: (2025)
Budget-Constrained Agentic Large Language Models: Intention-Based Planning for Costly Tool Use
by: Liu, Hanbing, et al.
Published: (2026)
by: Liu, Hanbing, et al.
Published: (2026)
TempoPFN: Synthetic Pre-training of Linear RNNs for Zero-shot Time Series Forecasting
by: Moroshan, Vladyslav, et al.
Published: (2025)
by: Moroshan, Vladyslav, et al.
Published: (2025)
Increasing LLM Coding Capabilities through Diverse Synthetic Coding Tasks
by: Abed, Amal, et al.
Published: (2025)
by: Abed, Amal, et al.
Published: (2025)
Position: The Future of Bayesian Prediction Is Prior-Fitted
by: Müller, Samuel, et al.
Published: (2025)
by: Müller, Samuel, et al.
Published: (2025)
Fast Optimizer Benchmark
by: Blauth, Simon, et al.
Published: (2024)
by: Blauth, Simon, et al.
Published: (2024)
One-shot World Models Using a Transformer Trained on a Synthetic Prior
by: Ferreira, Fabio, et al.
Published: (2024)
by: Ferreira, Fabio, et al.
Published: (2024)
LOGICPO: Efficient Translation of NL-based Logical Problems to FOL using LLMs and Preference Optimization
by: Viswanadha, Koushik, et al.
Published: (2025)
by: Viswanadha, Koushik, et al.
Published: (2025)
Isotuning With Applications To Scale-Free Online Learning
by: Orseau, Laurent, et al.
Published: (2021)
by: Orseau, Laurent, et al.
Published: (2021)
Compiling Agentic Workflows into LLM Weights: Near-Frontier Quality at Two Orders of Magnitude Less Cost
by: Dennis, Simon, et al.
Published: (2026)
by: Dennis, Simon, et al.
Published: (2026)
Reduce Computational Complexity for Convolutional Layers by Skipping Zeros
by: Zhang, Zhiyi, et al.
Published: (2023)
by: Zhang, Zhiyi, et al.
Published: (2023)
Blar-SQL: Faster, Stronger, Smaller NL2SQL
by: Domínguez, José Manuel, et al.
Published: (2024)
by: Domínguez, José Manuel, et al.
Published: (2024)
Agentics 2.0: Logical Transduction Algebra for Agentic Data Workflows
by: Gliozzo, Alfio Massimiliano, et al.
Published: (2026)
by: Gliozzo, Alfio Massimiliano, et al.
Published: (2026)
Similar Items
-
Large Language Models Engineer Too Many Simple Features For Tabular Data
by: Küken, Jaris, et al.
Published: (2024) -
Don't Waste Your Time: Early Stopping Cross-Validation
by: Bergman, Edward, et al.
Published: (2024) -
Hardware Aware Ensemble Selection for Balancing Predictive Accuracy and Cost
by: Maier, Jannis, et al.
Published: (2024) -
Evaluating NL2SQL via SQL2NL
by: Safarzadeh, Mohammadtaher, et al.
Published: (2025) -
Real-TabPFN: Improving Tabular Foundation Models via Continued Pre-training With Real-World Data
by: Garg, Anurag, et al.
Published: (2025)