Create README.md

README.md

@@ -0,0 +1,47 @@
+## Dataset Description
+
+This dataset contains the test splits used to evaluate the Memory Decoder model across three specialized domains: biomedical, legal, and finance. The test data was randomly sampled from publicly available datasets to assess the model's performance in domain-specific language understanding.
+
+## Dataset Sources
+
+The test data is sampled randomly from the following source datasets:
+
+### Biomedical Domain
+- **Source:** [Medilora/mimic_iii_diagnosis_anonymous](https://huggingface.co/datasets/Medilora/mimic_iii_diagnosis_anonymous)
+- **Description:** Anonymized clinical discharge summaries from the MIMIC-III database containing medical diagnoses, patient histories, and treatment procedures
+
+### Legal Domain
+- **Source:** [clairebarale/AsyLex](https://huggingface.co/datasets/clairebarale/AsyLex)
+- **Description:** Refugee status determination documents from Canada (1996-2022) containing legal judgments and case analyses
+- **Paper Reference:** [ACL 2023 Findings](https://aclanthology.org/2023.findings-acl.187)
+
+### Finance Domain
+- **Source:** [jyanimaulik/yahoo_finance_stockmarket_news](https://huggingface.co/datasets/jyanimaulik/yahoo_finance_stockmarket_news)
+- **Description:** Stock market news articles from Yahoo Finance covering company earnings, market analysis, and financial commentary
+
+## Dataset Structure
+
+### Data Splits
+
+The dataset consists of test splits only, randomly sampled from the source datasets:
+
+```
+├── biomed/     # Biomedical domain test split
+├── law/        # Legal domain test split
+└── finance/    # Finance domain test split
+```
+
+## Citation
+
+```bibtex
+@article{cao2025memory,
+  title={Memory decoder: A pretrained, plug-and-play memory for large language models},
+  author={Cao, Jiaqi and Wang, Jiarui and Wei, Rubin and Guo, Qipeng and Chen, Kai and Zhou, Bowen and Lin, Zhouhan},
+  journal={arXiv preprint arXiv:2508.09874},
+  year={2025}
+}
+```
+
+## Contact
+
+For questions and support: maximus.cao@outlook.com