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  PRAGMA is a benchmark for evaluating personalized guidance with memory alignment over lifelong conversation histories. It tests whether a model can use relevant past interactions while remaining aligned with a user's evolving experiences and trajectory.
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- PRAGMA accompanies the paper **“PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations”** (EMNLP 2026).
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  ## ✨ Dataset Overview
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  ## 📜 Citation
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- Citation information will be added with the paper release.
 
 
 
 
 
 
 
 
 
 
 
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  PRAGMA is a benchmark for evaluating personalized guidance with memory alignment over lifelong conversation histories. It tests whether a model can use relevant past interactions while remaining aligned with a user's evolving experiences and trajectory.
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+ PRAGMA accompanies the paper **[“PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations”](https://arxiv.org/abs/2609.09664)** (EMNLP 2026).
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  ## ✨ Dataset Overview
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  ## 📜 Citation
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+ ```bibtex
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+ @misc{yu2026pragmaevaluatingpersonalizedguidance,
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+ title={PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations},
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+ author={Hyojeong Yu and Hyukhun Koh and Minsung Kim and Yunah Jang and Kyomin Jung},
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+ year={2026},
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+ eprint={2609.09664},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.AI},
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+ url={https://arxiv.org/abs/2609.09664},
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+ }
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+ ```