Context Matters: Evaluating Context Strategies for Automated ADR Generation Using LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Gupta, Aviral, Dhar, Rudra, Feitosa, Daniel, Vaidhyanathan, Karthik |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LLM-based Automated Architecture View Generation: Where Are We Now?
by: Sathvika, Miryala, et al.
Published: (2026)
by: Sathvika, Miryala, et al.
Published: (2026)
Can LLMs Generate Architectural Design Decisions? -An Exploratory Empirical study
by: Dhar, Rudra, et al.
Published: (2024)
by: Dhar, Rudra, et al.
Published: (2024)
AgenticAKM : Enroute to Agentic Architecture Knowledge Management
by: Dhar, Rudra, et al.
Published: (2026)
by: Dhar, Rudra, et al.
Published: (2026)
ArchBench: Benchmarking Generative-AI for Software Architecture Tasks
by: Adnan, Bassam, et al.
Published: (2026)
by: Adnan, Bassam, et al.
Published: (2026)
DRAFT-ing Architectural Design Decisions using LLMs
by: Dhar, Rudra, et al.
Published: (2025)
by: Dhar, Rudra, et al.
Published: (2025)
Generating Energy-Efficient Code via Large-Language Models -- Where are we now?
by: Apsan, Radu, et al.
Published: (2025)
by: Apsan, Radu, et al.
Published: (2025)
LLMs for Generation of Architectural Components: An Exploratory Empirical Study in the Serverless World
by: Arun, Shrikara, et al.
Published: (2025)
by: Arun, Shrikara, et al.
Published: (2025)
Approach Towards Semi-Automated Certification for Low Criticality ML-Enabled Airborne Applications
by: Sridhar, Chandrasekar, et al.
Published: (2025)
by: Sridhar, Chandrasekar, et al.
Published: (2025)
SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems
by: Marda, Arya, et al.
Published: (2024)
by: Marda, Arya, et al.
Published: (2024)
POLARIS: Is Multi-Agentic Reasoning the Next Wave in Engineering Self-Adaptive Systems?
by: Pandey, Divyansh, et al.
Published: (2025)
by: Pandey, Divyansh, et al.
Published: (2025)
Can AI Agents Generate Microservices? How Far are We?
by: Adnan, Bassam, et al.
Published: (2026)
by: Adnan, Bassam, et al.
Published: (2026)
Leveraging LLMs for Dynamic IoT Systems Generation through Mixed-Initiative Interaction
by: Adnan, Bassam, et al.
Published: (2025)
by: Adnan, Bassam, et al.
Published: (2025)
CALM: A Self-Adaptive Orchestration Approach for QoS-Aware Routing in Small Language Model based Systems
by: Jain, Hemang, et al.
Published: (2026)
by: Jain, Hemang, et al.
Published: (2026)
Architecting AgentOps Needs CHANGE
by: Biswas, Shaunak, et al.
Published: (2026)
by: Biswas, Shaunak, et al.
Published: (2026)
EnCoDe: Energy Estimation of Source Code At Design-Time
by: Goyal, Shailender, et al.
Published: (2026)
by: Goyal, Shailender, et al.
Published: (2026)
Toward architecting self-coding information systems
by: Falcão, Rodrigo, et al.
Published: (2026)
by: Falcão, Rodrigo, et al.
Published: (2026)
EcoMLS: A Self-Adaptation Approach for Architecting Green ML-Enabled Systems
by: Tedla, Meghana, et al.
Published: (2024)
by: Tedla, Meghana, et al.
Published: (2024)
EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices
by: Matathammal, Akhila, et al.
Published: (2025)
by: Matathammal, Akhila, et al.
Published: (2025)
Automated and Context-Aware Code Documentation Leveraging Advanced LLMs
by: Sarker, Swapnil Sharma, et al.
Published: (2025)
by: Sarker, Swapnil Sharma, et al.
Published: (2025)
Towards Architecting Sustainable MLOps: A Self-Adaptation Approach
by: Bhatt, Hiya, et al.
Published: (2024)
by: Bhatt, Hiya, et al.
Published: (2024)
Reimagining Self-Adaptation in the Age of Large Language Models
by: Donakanti, Raghav, et al.
Published: (2024)
by: Donakanti, Raghav, et al.
Published: (2024)
SWEnergy: An Empirical Study on Energy Efficiency in Agentic Issue Resolution Frameworks with SLMs
by: Tripathy, Arihant, et al.
Published: (2025)
by: Tripathy, Arihant, et al.
Published: (2025)
Evaluating LLMs Code Reasoning Under Real-World Context
by: Liu, Changshu
Published: (2026)
by: Liu, Changshu
Published: (2026)
APDT: A Digital Twin for Assessing Access Point Characteristics in a Network
by: Yashaswinee, D. Sree, et al.
Published: (2025)
by: Yashaswinee, D. Sree, et al.
Published: (2025)
Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling
by: Kavathekar, Ishan, et al.
Published: (2025)
by: Kavathekar, Ishan, et al.
Published: (2025)
HarmonE: A Self-Adaptive Approach to Architecting Sustainable MLOps
by: Bhatt, Hiya, et al.
Published: (2025)
by: Bhatt, Hiya, et al.
Published: (2025)
Engineering LLM Powered Multi-agent Framework for Autonomous CloudOps
by: Parthasarathy, Kannan, et al.
Published: (2025)
by: Parthasarathy, Kannan, et al.
Published: (2025)
AUTOGENICS: Automated Generation of Context-Aware Inline Comments for Code Snippets on Programming Q&A Sites Using LLM
by: Bappon, Suborno Deb, et al.
Published: (2024)
by: Bappon, Suborno Deb, et al.
Published: (2024)
An Empirical Study on Commit Message Generation using LLMs via In-Context Learning
by: Wu, Yifan, et al.
Published: (2025)
by: Wu, Yifan, et al.
Published: (2025)
Log Parsing using LLMs with Self-Generated In-Context Learning and Self-Correction
by: Wu, Yifan, et al.
Published: (2024)
by: Wu, Yifan, et al.
Published: (2024)
LoCoML: A Framework for Real-World ML Inference Pipelines
by: Maddireddy, Kritin, et al.
Published: (2025)
by: Maddireddy, Kritin, et al.
Published: (2025)
Impact of Code Context and Prompting Strategies on Automated Unit Test Generation with Modern General-Purpose Large Language Models
by: Walczak, Jakub, et al.
Published: (2025)
by: Walczak, Jakub, et al.
Published: (2025)
Harmonica: A Self-Adaptation Exemplar for Sustainable MLOps
by: Halgatti, Ananya, et al.
Published: (2026)
by: Halgatti, Ananya, et al.
Published: (2026)
An Evaluation of Context Length Extrapolation in Long Code via Positional Embeddings and Efficient Attention
by: Ghosh, Madhusudan, et al.
Published: (2026)
by: Ghosh, Madhusudan, et al.
Published: (2026)
MRG-Bench: Evaluating and Exploring the Requirements of Context for Repository-Level Code Generation
by: Li, Haiyang
Published: (2025)
by: Li, Haiyang
Published: (2025)
Automating Technical Debt Management: Insights from Practitioner Discussions in Stack Exchange
by: Biazotto, João Paulo, et al.
Published: (2025)
by: Biazotto, João Paulo, et al.
Published: (2025)
StepGrade: Grading Programming Assignments with Context-Aware LLMs
by: Akyash, Mohammad, et al.
Published: (2025)
by: Akyash, Mohammad, et al.
Published: (2025)
Dissecting Transformers: A CLEAR Perspective towards Green AI
by: Jain, Hemang, et al.
Published: (2025)
by: Jain, Hemang, et al.
Published: (2025)
Context-aware Code Summary Generation
by: Su, Chia-Yi, et al.
Published: (2024)
by: Su, Chia-Yi, et al.
Published: (2024)
Beyond Task Completion: An Assessment Framework for Evaluating Agentic AI Systems
by: Akshathala, Sreemaee, et al.
Published: (2025)
by: Akshathala, Sreemaee, et al.
Published: (2025)
Similar Items
-
LLM-based Automated Architecture View Generation: Where Are We Now?
by: Sathvika, Miryala, et al.
Published: (2026) -
Can LLMs Generate Architectural Design Decisions? -An Exploratory Empirical study
by: Dhar, Rudra, et al.
Published: (2024) -
AgenticAKM : Enroute to Agentic Architecture Knowledge Management
by: Dhar, Rudra, et al.
Published: (2026) -
ArchBench: Benchmarking Generative-AI for Software Architecture Tasks
by: Adnan, Bassam, et al.
Published: (2026) -
DRAFT-ing Architectural Design Decisions using LLMs
by: Dhar, Rudra, et al.
Published: (2025)