Retrieval-Augmented Generation for Service Discovery: Chunking Strategies and Benchmarking
Fuente:
arXiv
Saved in:
| Main Authors: | Pesl, Robin D., Mathew, Jerin G., Mecella, Massimo, Aiello, Marco |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Advanced System Integration: Analyzing OpenAPI Chunking for Retrieval-Augmented Generation
by: Pesl, Robin D., et al.
Published: (2024)
by: Pesl, Robin D., et al.
Published: (2024)
Adopting Large Language Models to Automated System Integration
by: Pesl, Robin D.
Published: (2025)
by: Pesl, Robin D.
Published: (2025)
Initial Steps in Integrating Large Reasoning and Action Models for Service Composition
by: Georgievski, Ilche, et al.
Published: (2025)
by: Georgievski, Ilche, et al.
Published: (2025)
LibRec: Benchmarking Retrieval-Augmented LLMs for Library Migration Recommendations
by: Han, Junxiao, et al.
Published: (2025)
by: Han, Junxiao, et al.
Published: (2025)
The Energy Impact of Domain Model Design in Classical Planning
by: Georgievski, Ilche, et al.
Published: (2026)
by: Georgievski, Ilche, et al.
Published: (2026)
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree
by: Zhang, Yilin, et al.
Published: (2025)
by: Zhang, Yilin, et al.
Published: (2025)
Software Dependencies 2.0: An Empirical Study of Reuse and Integration of Pre-Trained Models in Open-Source Projects
by: Yasmin, Jerin, et al.
Published: (2025)
by: Yasmin, Jerin, et al.
Published: (2025)
Retrieval-Augmented Test Generation: How Far Are We?
by: Shin, Jiho, et al.
Published: (2024)
by: Shin, Jiho, et al.
Published: (2024)
Towards Automated Smart Contract Generation: Evaluation, Benchmarking, and Retrieval-Augmented Repair
by: Chen, Zaoyu, et al.
Published: (2025)
by: Chen, Zaoyu, et al.
Published: (2025)
HCAG: Hierarchical Abstraction and Retrieval-Augmented Generation on Theoretical Repositories with LLMs
by: Wu, Yusen, et al.
Published: (2026)
by: Wu, Yusen, et al.
Published: (2026)
Can LLMs Replace Humans During Code Chunking?
by: Glasz, Christopher, et al.
Published: (2025)
by: Glasz, Christopher, et al.
Published: (2025)
Model-Driven Quantum Code Generation Using Large Language Models and Retrieval-Augmented Generation
by: Siavash, Nazanin, et al.
Published: (2025)
by: Siavash, Nazanin, et al.
Published: (2025)
Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented Generation
by: Acharya, Manish, et al.
Published: (2025)
by: Acharya, Manish, et al.
Published: (2025)
Seven Failure Points When Engineering a Retrieval Augmented Generation System
by: Barnett, Scott, et al.
Published: (2024)
by: Barnett, Scott, et al.
Published: (2024)
RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation
by: Zhong, Sicheng, et al.
Published: (2025)
by: Zhong, Sicheng, et al.
Published: (2025)
Enhancing Code Consistency in AI Research with Large Language Models and Retrieval-Augmented Generation
by: Keshri, Rajat, et al.
Published: (2025)
by: Keshri, Rajat, et al.
Published: (2025)
ReCode: Improving LLM-based Code Repair with Fine-Grained Retrieval-Augmented Generation
by: Zhao, Yicong, et al.
Published: (2025)
by: Zhao, Yicong, et al.
Published: (2025)
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation
by: Gan, Tiantian, et al.
Published: (2025)
by: Gan, Tiantian, et al.
Published: (2025)
Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation
by: Bhattarai, Manish, et al.
Published: (2024)
by: Bhattarai, Manish, et al.
Published: (2024)
RAILS: Retrieval-Augmented Intelligence for Learning Software Development
by: Abdullah, Wali Mohammad, et al.
Published: (2025)
by: Abdullah, Wali Mohammad, et al.
Published: (2025)
PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation
by: Liu, Ye, et al.
Published: (2024)
by: Liu, Ye, et al.
Published: (2024)
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation
by: Bhattarai, Manish, et al.
Published: (2024)
by: Bhattarai, Manish, et al.
Published: (2024)
CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation
by: Du, Kounianhua, et al.
Published: (2024)
by: Du, Kounianhua, et al.
Published: (2024)
ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement
by: Bhattarai, Manish, et al.
Published: (2025)
by: Bhattarai, Manish, et al.
Published: (2025)
RAG4Tickets: AI-Powered Ticket Resolution via Retrieval-Augmented Generation on JIRA and GitHub Data
by: Baqar, Mohammad
Published: (2025)
by: Baqar, Mohammad
Published: (2025)
Beyond Retrieval: A Multitask Benchmark and Model for Code Search
by: Xue, Siqiao, et al.
Published: (2026)
by: Xue, Siqiao, et al.
Published: (2026)
Document Retrieval Augmented Fine-Tuning (DRAFT) for safety-critical software assessments
by: Bolton, Regan, et al.
Published: (2025)
by: Bolton, Regan, et al.
Published: (2025)
Understanding the Fundamental Design Decisions of Retrieval-Augmented Generation Systems
by: Zhao, Shengming, et al.
Published: (2024)
by: Zhao, Shengming, et al.
Published: (2024)
P4OMP: Retrieval-Augmented Prompting for OpenMP Parallelism in Serial Code
by: Abdullah, Wali Mohammad, et al.
Published: (2025)
by: Abdullah, Wali Mohammad, et al.
Published: (2025)
Relative Positioning Based Code Chunking Method For Rich Context Retrieval In Repository Level Code Completion Task With Code Language Model
by: Rahman, Imranur, et al.
Published: (2025)
by: Rahman, Imranur, et al.
Published: (2025)
CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval
by: Geng, Jiahui, et al.
Published: (2025)
by: Geng, Jiahui, et al.
Published: (2025)
RTLRepoCoder: Repository-Level RTL Code Completion through the Combination of Fine-Tuning and Retrieval Augmentation
by: Wu, Peiyang, et al.
Published: (2025)
by: Wu, Peiyang, et al.
Published: (2025)
Evaluating Retrieval-Augmented Generation Variants for Natural Language-Based SQL and API Call Generation
by: Marketsmüller, Michael, et al.
Published: (2026)
by: Marketsmüller, Michael, et al.
Published: (2026)
GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems
by: Xu, Haowen, et al.
Published: (2024)
by: Xu, Haowen, et al.
Published: (2024)
Type-Aware Retrieval-Augmented Generation with Dependency Closure for Solver-Executable Industrial Optimization Modeling
by: Zhong, Y., et al.
Published: (2026)
by: Zhong, Y., et al.
Published: (2026)
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report
by: Khan, Ayman Asad, et al.
Published: (2024)
by: Khan, Ayman Asad, et al.
Published: (2024)
Benchmarking Correctness and Security in Multi-Turn Code Generation
by: Rawal, Ruchit, et al.
Published: (2025)
by: Rawal, Ruchit, et al.
Published: (2025)
Automated Benchmark Generation for Repository-Level Coding Tasks
by: Vergopoulos, Konstantinos, et al.
Published: (2025)
by: Vergopoulos, Konstantinos, et al.
Published: (2025)
Lyra: A Benchmark for Turducken-Style Code Generation
by: Liang, Qingyuan, et al.
Published: (2021)
by: Liang, Qingyuan, et al.
Published: (2021)
Are LLMs Ready for TOON? Benchmarking Structural Correctness-Sustainability Trade-offs in Novel Structured Output Formats
by: Masciari, Elio, et al.
Published: (2026)
by: Masciari, Elio, et al.
Published: (2026)
Similar Items
-
Advanced System Integration: Analyzing OpenAPI Chunking for Retrieval-Augmented Generation
by: Pesl, Robin D., et al.
Published: (2024) -
Adopting Large Language Models to Automated System Integration
by: Pesl, Robin D.
Published: (2025) -
Initial Steps in Integrating Large Reasoning and Action Models for Service Composition
by: Georgievski, Ilche, et al.
Published: (2025) -
LibRec: Benchmarking Retrieval-Augmented LLMs for Library Migration Recommendations
by: Han, Junxiao, et al.
Published: (2025) -
The Energy Impact of Domain Model Design in Classical Planning
by: Georgievski, Ilche, et al.
Published: (2026)