Table · dataset · 2025
PersonaMem
Listed in Hugging Face Datasets
🚨 We have now released PersonaMem-v3 and PersonaMem-v2.
Description
This is the official Huggingface repository of the paper Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale and the PersonaMem benchmark. We present PersonaMem, a new LLM personalization benchmark to assess how well language models can infer evolving user profiles and generate personalized responses across task scenarios.
PersonaMem emphasizes persona-oriented, multi-session… See the full description on the dataset page: huggingface.co/datasets/bowen-upenn/PersonaMem-v1.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/bowen-upenn/PersonaMem-v1 ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2608.21381 arxiv.org/abs/2608.21381 ↗
publication · from Hugging Face
- arXiv:2512.06688 arxiv.org/abs/2512.06688 ↗
publication · from Hugging Face
- arXiv:2504.14225 arxiv.org/abs/2504.14225 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/bowen-upenn/PersonaMem-v1 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · tabular · text · text generation
- From keywords
- Computer Science & AI
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | bowen-upenn/PersonaMem-v1 | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-generation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |