Cost Trade-offs of Reasoning and Non-Reasoning Large Language Models in Text-to-SQL
Fuente:
arXiv
Saved in:
| Main Authors: | Deochake, Saurabh, Mukhopadhyay, Debajyoti |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study
by: Tummalapenta, Ravi Kumar, et al.
Published: (2026)
by: Tummalapenta, Ravi Kumar, et al.
Published: (2026)
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL
by: Painter, Jeffery L., et al.
Published: (2024)
by: Painter, Jeffery L., et al.
Published: (2024)
Bhakti: A Lightweight Vector Database Management System for Endowing Large Language Models with Semantic Search Capabilities and Memory
by: Wu, Zihao
Published: (2025)
by: Wu, Zihao
Published: (2025)
SQL Query Engine: A Self-Healing LLM Pipeline for Natural Language to PostgreSQL Translation
by: Ijaz, Muhammad Adeel
Published: (2026)
by: Ijaz, Muhammad Adeel
Published: (2026)
The Case for Intent-Based Query Rewriting
by: Nicolai, Gianna Lisa, et al.
Published: (2025)
by: Nicolai, Gianna Lisa, et al.
Published: (2025)
Text-to-SQL based on Large Language Models and Database Keyword Search
by: Nascimento, Eduardo R., et al.
Published: (2025)
by: Nascimento, Eduardo R., et al.
Published: (2025)
Datrics Text2SQL: A Framework for Natural Language to SQL Query Generation
by: Gladkykh, Tetiana, et al.
Published: (2025)
by: Gladkykh, Tetiana, et al.
Published: (2025)
De-DSI: Decentralised Differentiable Search Index
by: Neague, Petru, et al.
Published: (2024)
by: Neague, Petru, et al.
Published: (2024)
SLA Management in Reconfigurable Multi-Agent RAG: A Systems Approach to Question Answering
by: Iannelli, Michael, et al.
Published: (2024)
by: Iannelli, Michael, et al.
Published: (2024)
Scaling and Load-Balancing Equi-Joins
by: Metwally, Ahmed
Published: (2022)
by: Metwally, Ahmed
Published: (2022)
BatchBench: Toward a Workload-Aware Benchmark for Autoscaling Policies in Big Data Batch Processing -- A Proposed Framework
by: Budigi, Venkata Krishna Prasanth, et al.
Published: (2026)
by: Budigi, Venkata Krishna Prasanth, et al.
Published: (2026)
Routing End User Queries to Enterprise Databases
by: Sudarshan, Saikrishna, et al.
Published: (2026)
by: Sudarshan, Saikrishna, et al.
Published: (2026)
Method for Aggregating Unstructured Data Using Large Language Models
by: Lazebnyi, Vsevolod, et al.
Published: (2026)
by: Lazebnyi, Vsevolod, et al.
Published: (2026)
Neural Router: Semantic Content Matching for Agentic AI
by: Lovén, Lauri, et al.
Published: (2026)
by: Lovén, Lauri, et al.
Published: (2026)
SPARTA: Scalable and Principled Benchmark of Tree-Structured Multi-hop QA over Text and Tables
by: Park, Sungho, et al.
Published: (2026)
by: Park, Sungho, et al.
Published: (2026)
Retrieval and Augmentation of Domain Knowledge for Text-to-SQL Semantic Parsing
by: Patwardhan, Manasi, et al.
Published: (2025)
by: Patwardhan, Manasi, et al.
Published: (2025)
The Energy-Throughput Trade-off in Lossless-Compressed Source Code Storage
by: Ferragina, Paolo, et al.
Published: (2026)
by: Ferragina, Paolo, et al.
Published: (2026)
HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval
by: Park, Sungho, et al.
Published: (2026)
by: Park, Sungho, et al.
Published: (2026)
Addressing tokens dynamic generation, propagation, storage and renewal to secure the GlideinWMS pilot based jobs and system
by: Coimbra, Bruno Moreira, et al.
Published: (2025)
by: Coimbra, Bruno Moreira, et al.
Published: (2025)
Evaluation of Chunking Strategies for Effective Text Embedding in Low-Resource Language on Agricultural Documents
by: Chhoun, Sovandara, et al.
Published: (2026)
by: Chhoun, Sovandara, et al.
Published: (2026)
HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights
by: Gokdemir, Ozan, et al.
Published: (2025)
by: Gokdemir, Ozan, et al.
Published: (2025)
PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering
by: Zhang, Yiqing, et al.
Published: (2026)
by: Zhang, Yiqing, et al.
Published: (2026)
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models
by: Feuer, Benjamin, et al.
Published: (2023)
by: Feuer, Benjamin, et al.
Published: (2023)
REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing
by: Chen, Kangqi, et al.
Published: (2025)
by: Chen, Kangqi, et al.
Published: (2025)
ATTNChecker: Highly-Optimized Fault Tolerant Attention for Large Language Model Training
by: Liang, Yuhang, et al.
Published: (2024)
by: Liang, Yuhang, et al.
Published: (2024)
SPARQL Generation with Entity Pre-trained GPT for KG Question Answering
by: Bustamante, Diego, et al.
Published: (2024)
by: Bustamante, Diego, et al.
Published: (2024)
AI/ML Model Cards in Edge AI Cyberinfrastructure: towards Agentic AI
by: Plale, Beth, et al.
Published: (2025)
by: Plale, Beth, et al.
Published: (2025)
Spark-LLM-Eval: A Distributed Framework for Statistically Rigorous Large Language Model Evaluation
by: Mitra, Subhadip
Published: (2026)
by: Mitra, Subhadip
Published: (2026)
QUARK: Robust Retrieval under Non-Faithful Queries via Query-Anchored Aggregation
by: Lyu, Rita Qiuran, et al.
Published: (2026)
by: Lyu, Rita Qiuran, et al.
Published: (2026)
NCTB-QA: A Large-Scale Bangla Educational Question Answering Dataset and Benchmarking Performance
by: Eyasir, Abrar, et al.
Published: (2026)
by: Eyasir, Abrar, et al.
Published: (2026)
MasterSet: A Large-Scale Benchmark for Must-Cite Citation Recommendation in the AI/ML Literature
by: Ratul, Md Toyaha Rahman, et al.
Published: (2026)
by: Ratul, Md Toyaha Rahman, et al.
Published: (2026)
A Comparative Study of Language Models for Khmer Retrieval-Augmented Question Answering
by: Ros, Sereiwathna, et al.
Published: (2026)
by: Ros, Sereiwathna, et al.
Published: (2026)
Permanent Data Encoding (PDE): A Visual Language for Semantic Compression and Knowledge Preservation in 3-Character Units
by: Tsuyuki, Yoshiharu, et al.
Published: (2025)
by: Tsuyuki, Yoshiharu, et al.
Published: (2025)
RubikSQL: Lifelong Learning Agentic Knowledge Base as an Industrial NL2SQL System
by: Chen, Zui, et al.
Published: (2025)
by: Chen, Zui, et al.
Published: (2025)
ChronoMedKG: A Temporally-Grounded Biomedical Knowledge Graph and Benchmark for Clinical Reasoning
by: Ahmed, Md Shamim, et al.
Published: (2026)
by: Ahmed, Md Shamim, et al.
Published: (2026)
Valori: A Deterministic Memory Substrate for AI Systems
by: Gudur, Varshith
Published: (2025)
by: Gudur, Varshith
Published: (2025)
VIRAASAT: Traversing Novel Paths for Indian Cultural Reasoning
by: Surana, Harshul Raj, et al.
Published: (2026)
by: Surana, Harshul Raj, et al.
Published: (2026)
HOME-KGQA: A Benchmark Dataset for Multimodal Knowledge Graph Question Answering on Household Daily Activities
by: Egami, Shusaku, et al.
Published: (2026)
by: Egami, Shusaku, et al.
Published: (2026)
VOGUE: A Multimodal Dataset for Conversational Recommendation in Fashion
by: Guo, David, et al.
Published: (2025)
by: Guo, David, et al.
Published: (2025)
LLM Reasoning for Cold-Start Item Recommendation
by: Li, Shijun, et al.
Published: (2025)
by: Li, Shijun, et al.
Published: (2025)
Similar Items
-
Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study
by: Tummalapenta, Ravi Kumar, et al.
Published: (2026) -
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL
by: Painter, Jeffery L., et al.
Published: (2024) -
Bhakti: A Lightweight Vector Database Management System for Endowing Large Language Models with Semantic Search Capabilities and Memory
by: Wu, Zihao
Published: (2025) -
SQL Query Engine: A Self-Healing LLM Pipeline for Natural Language to PostgreSQL Translation
by: Ijaz, Muhammad Adeel
Published: (2026) -
The Case for Intent-Based Query Rewriting
by: Nicolai, Gianna Lisa, et al.
Published: (2025)