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For this first guest editorial, we get an update from a Requirements Engineering Workshop discussing how AI will impact the future of their field.
Context: Fine-grained emotion classification of mobile app reviews enables requirements engineering activities that go beyond polarity-based opinion mining, including emotionally informed issue prioritisation and feature-oriented feedback analysis. However, automatic fine-grained emotion extraction from app reviews rem...
Whether measurable linguistic properties of prompts can predict LLM performance before inference is investigated, enabling low-cost prompt selection and refinement, validated on binary requirements classification targeting F1, F2, precision, and recall.
A structured community discussion at the First International Workshop on Empirical Prompt Engineering for Software Engineering (PROMPT-SE) discussed current prompting practices, challenges to their adoption and evaluation, and future directions for integrating prompt engineering into software development.
This work presents a systematic literature review characterizing 141 primary studies on Multi-Agent Debate, and derives a three-dimensional taxonomy covering debate participants, the interaction mechanisms structuring the exchange, and the agreement protocols governing debate resolution, supported by formal notations t...
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