AdaptSim is an adaptive user simulator for CRS evaluation that combines automatic prompt generation, open actions, controlled text generation, and BFS-based pairwise comparison to produce realistic dialogues and assess system robustness across domains.
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3 Pith papers cite this work. Polarity classification is still indexing.
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Introduces Awareness of Technological Isomorphism as a metacognitive bridge between elementary math cognition and AI operations, supported by a three-stage teaching pathway and validated in a fifth-grade compound line graph case study.
A six-node open systems model enumerates 216 metacognitive scenarios in professional contexts, filtered by plausibility, relevance, feasibility, and intervention potential to 24 priority scenarios across three expertise tiers, revealing theoretical gaps.
citing papers explorer
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Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems
AdaptSim is an adaptive user simulator for CRS evaluation that combines automatic prompt generation, open actions, controlled text generation, and BFS-based pairwise comparison to produce realistic dialogues and assess system robustness across domains.
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Awareness of Technological Isomorphism: Integrating AI into Elementary Mathematics Teaching on Data and Prediction,A Case Study of the Compound Line Graph
Introduces Awareness of Technological Isomorphism as a metacognitive bridge between elementary math cognition and AI operations, supported by a three-stage teaching pathway and validated in a fifth-grade compound line graph case study.
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A Taxonomy of Metacognitive Learning Scenarios in Professional Contexts: Integrating Systems Theory with Empirical Constraints
A six-node open systems model enumerates 216 metacognitive scenarios in professional contexts, filtered by plausibility, relevance, feasibility, and intervention potential to 24 priority scenarios across three expertise tiers, revealing theoretical gaps.