EmpiRE-Compass: A Neuro-Symbolic Dashboard for Sustainable and Dynamic Knowledge Exploration, Synthesis, and Reuse
2026-03-04T19:55:12Z•78679c0f333a9b8dabb542fa16dc5b2577b81485bdf80a8dc5535de4aa001ecf
DAGLLMsRandSetagent systemsattention augmentationbenchmarkscode summarizationcontext managementcorpus reductioneye-trackingfuzzinghuman factorsliterature reviewsmulti-agentneuro-symbolicopen-sourcepeer reviewreproducibilityrequirements engineeringresearch knowledge graphssafety-critical systemsseed schedulingsession trimmingsoftware engineeringuncertainty management
What happened
This collection of recent SE/RE arXiv papers presents tools, datasets, and methods that advance reproducibility, automation, and human-centered interaction for LLM-augmented software engineering. Highlights include EmpiRE-Compass (a neuro-symbolic dashboard that fuses research knowledge graphs with LLM access to make literature reviews sustainable and reproducible, open-source with a 25-requests-per-IP default limit); EyeLayer (a lightweight attention-augmentation using human gaze to improve LLM-based code summarization); Contextual Memory Virtualisation (CMV) that models LLM session historyas
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_se
- Record identifier
- 78679c0f333a9b8dabb542fa16dc5b2577b81485bdf80a8dc5535de4aa001ecf
- Enrichment time
- 2026-03-04T19:55:12Z
- AI-assisted enrichment
- Yes
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