CBR-to-SQL: Rethinking Retrieval-based Text-to-SQL using Case-based Reasoning in the Healthcare Domain
Fuente:
arXiv
Saved in:
| Main Authors: | Nguyen, Hung, Moen, Hans, Marttinen, Pekka |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment
by: Xie, Xiangjin, et al.
Published: (2025)
by: Xie, Xiangjin, et al.
Published: (2025)
KeyInst: Keyword Instruction for Improving SQL Formulation in Text-to-SQL
by: Liu, Xiping, et al.
Published: (2024)
by: Liu, Xiping, et al.
Published: (2024)
CORE-T: COherent REtrieval of Tables for Text-to-SQL
by: Soliman, Hassan, et al.
Published: (2026)
by: Soliman, Hassan, et al.
Published: (2026)
Multilingual Text-to-SQL: Benchmarking the Limits of Language Models with Collaborative Language Agents
by: Pham, Khanh Trinh, et al.
Published: (2025)
by: Pham, Khanh Trinh, et al.
Published: (2025)
EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records
by: Ryu, Jaehee, et al.
Published: (2024)
by: Ryu, Jaehee, et al.
Published: (2024)
LR-SQL: A Supervised Fine-Tuning Method for Text2SQL Tasks under Low-Resource Scenarios
by: Wuzhenghong, Wen, et al.
Published: (2024)
by: Wuzhenghong, Wen, et al.
Published: (2024)
Text-to-SQL Task-oriented Dialogue Ontology Construction
by: Vukovic, Renato, et al.
Published: (2025)
by: Vukovic, Renato, et al.
Published: (2025)
Text-to-SQL Oriented to the Process Mining Domain: A PT-EN Dataset for Query Translation
by: Yamate, Bruno Yui, et al.
Published: (2025)
by: Yamate, Bruno Yui, et al.
Published: (2025)
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
by: Lee, Jinhyuk, et al.
Published: (2024)
by: Lee, Jinhyuk, et al.
Published: (2024)
AV-SQL: Decomposing Complex Text-to-SQL Queries with Agentic Views
by: Pham, Minh Tam, et al.
Published: (2026)
by: Pham, Minh Tam, et al.
Published: (2026)
Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding
by: Jivani, Smit, et al.
Published: (2026)
by: Jivani, Smit, et al.
Published: (2026)
Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQL
by: Nahid, Md Mahadi Hasan, et al.
Published: (2025)
by: Nahid, Md Mahadi Hasan, et al.
Published: (2025)
CrackSQL: A Hybrid SQL Dialect Translation System Powered by Large Language Models
by: Zhou, Wei, et al.
Published: (2025)
by: Zhou, Wei, et al.
Published: (2025)
AraSpider: Democratizing Arabic-to-SQL
by: Heakl, Ahmed, et al.
Published: (2024)
by: Heakl, Ahmed, et al.
Published: (2024)
KU-DMIS at EHRSQL 2024:Generating SQL query via question templatization in EHR
by: Kim, Hajung, et al.
Published: (2024)
by: Kim, Hajung, et al.
Published: (2024)
LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference
by: Ma, Guangyuan, et al.
Published: (2025)
by: Ma, Guangyuan, et al.
Published: (2025)
QDA-SQL: Questions Enhanced Dialogue Augmentation for Multi-Turn Text-to-SQL
by: Sun, Yinggang, et al.
Published: (2024)
by: Sun, Yinggang, et al.
Published: (2024)
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
by: Zhao, Xuejiao, et al.
Published: (2025)
by: Zhao, Xuejiao, et al.
Published: (2025)
Weaver: Interweaving SQL and LLM for Table Reasoning
by: Khoja, Rohit, et al.
Published: (2025)
by: Khoja, Rohit, et al.
Published: (2025)
Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing
by: Rai, Daking, et al.
Published: (2024)
by: Rai, Daking, et al.
Published: (2024)
PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
by: Zhou, Wei, et al.
Published: (2025)
by: Zhou, Wei, et al.
Published: (2025)
Are LLMs Truly Multilingual? Exploring Zero-Shot Multilingual Capability of LLMs for Information Retrieval: An Italian Healthcare Use Case
by: Kembu, Vignesh Kumar, et al.
Published: (2025)
by: Kembu, Vignesh Kumar, et al.
Published: (2025)
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning
by: Feng, Yuxi, et al.
Published: (2024)
by: Feng, Yuxi, et al.
Published: (2024)
Rethinking Agentic Search with Pi-Serini: Is Lexical Retrieval Sufficient?
by: Hsu, Tz-Huan, et al.
Published: (2026)
by: Hsu, Tz-Huan, et al.
Published: (2026)
Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System
by: Zhang, Xiang, et al.
Published: (2026)
by: Zhang, Xiang, et al.
Published: (2026)
ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval
by: Chen, Zihan, et al.
Published: (2025)
by: Chen, Zihan, et al.
Published: (2025)
Towards AI Evaluation in Domain-Specific RAG Systems: The AgriHubi Case Study
by: Hasan, Md. Toufique, et al.
Published: (2026)
by: Hasan, Md. Toufique, et al.
Published: (2026)
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
by: Zhang, Xiaoming, et al.
Published: (2024)
by: Zhang, Xiaoming, et al.
Published: (2024)
Retrieval-Augmented Reasoning for Chartered Accountancy
by: Gupta, Jatin, et al.
Published: (2026)
by: Gupta, Jatin, et al.
Published: (2026)
Self-Describing Structured Data with Dual-Layer Guidance: A Lightweight Alternative to RAG for Precision Retrieval in Large-Scale LLM Knowledge Navigation
by: Liu, Hung Ming
Published: (2026)
by: Liu, Hung Ming
Published: (2026)
Rethinking Soft Compression in Retrieval-Augmented Generation: A Query-Conditioned Selector Perspective
by: Liu, Yunhao, et al.
Published: (2026)
by: Liu, Yunhao, et al.
Published: (2026)
Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking
by: Feng, Jun, et al.
Published: (2026)
by: Feng, Jun, et al.
Published: (2026)
RAG-based Architectures for Drug Side Effect Retrieval in LLMs
by: Nygren, Shad, et al.
Published: (2025)
by: Nygren, Shad, et al.
Published: (2025)
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
by: Siriwardhana, Shamane, et al.
Published: (2022)
by: Siriwardhana, Shamane, et al.
Published: (2022)
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method
by: Chen, Peter Baile, et al.
Published: (2025)
by: Chen, Peter Baile, et al.
Published: (2025)
Explainability of Text Processing and Retrieval Methods: A Survey
by: Saha, Sourav, et al.
Published: (2022)
by: Saha, Sourav, et al.
Published: (2022)
Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization
by: Zhang, Gongbo, et al.
Published: (2026)
by: Zhang, Gongbo, et al.
Published: (2026)
Reason to Contrast: A Cascaded Multimodal Retrieval Framework
by: Cui, Xuanming, et al.
Published: (2025)
by: Cui, Xuanming, et al.
Published: (2025)
Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval
by: Lan, Junwei, et al.
Published: (2025)
by: Lan, Junwei, et al.
Published: (2025)
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models
by: Jeong, Minbyul, et al.
Published: (2024)
by: Jeong, Minbyul, et al.
Published: (2024)
Similar Items
-
OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment
by: Xie, Xiangjin, et al.
Published: (2025) -
KeyInst: Keyword Instruction for Improving SQL Formulation in Text-to-SQL
by: Liu, Xiping, et al.
Published: (2024) -
CORE-T: COherent REtrieval of Tables for Text-to-SQL
by: Soliman, Hassan, et al.
Published: (2026) -
Multilingual Text-to-SQL: Benchmarking the Limits of Language Models with Collaborative Language Agents
by: Pham, Khanh Trinh, et al.
Published: (2025) -
EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records
by: Ryu, Jaehee, et al.
Published: (2024)