Datasets:

zinzinmit
/

MedNLPCombined

@@ -14,11 +14,12 @@ pretty_name: MedNLPCombined
 ## Dataset Description
-**MedNLPCombined** is a collected repository of medical Natural Language Processing (NLP) datasets, primarily focused on **Chemical-Disease Relations (CDR)** and **Toxicogenomics**. This repository is designed to facilitate research in Named Entity Recognition (NER) and Relation Extraction (RE) within the biomedical domain.
-The repository currently includes two major components:
 1. **BioCreative V CDR (BC5CDR) Task Corpus**
 2. **Comparative Toxicogenomics Database (CTD) Derived Data**
 ## Repository Structure
@@ -39,6 +40,12 @@ Contains data derived from the **Comparative Toxicogenomics Database**.
 - **`CTD.zip`**: A compressed archive likely containing processed abstracts, relationships, and entity annotations derived from CTD.
   - *Note: You may need to unzip this file to access the raw `.tsv` or `.txt` files.*
 ## Dataset Details
 ### BioCreative V CDR (BC5CDR)
@@ -49,6 +56,9 @@ The BC5CDR corpus consists of **1,500 PubMed articles** with annotated chemical
 ### Comparative Toxicogenomics Database (CTD)
 The CTD data provides manually curated information about chemical-gene/protein interactions, chemical-disease and gene-disease relationships. This component of the repository is likely a snapshot or a derived subset focusing on specific interaction types (e.g., chemical-disease-gene networks).
 ## Usage
 To use this dataset in your Python project:
@@ -60,12 +70,10 @@ from datasets import load_dataset
 # dataset = load_dataset("username/MedNLPCombined")
 ```
-For local usage, clone the repository and unzip the CTD archive:
 ```bash
 git clone https://huggingface.co/username/MedNLPCombined
-cd MedNLPCombined/CTD
-unzip CTD.zip
 ```
 ## Citation
@@ -87,6 +95,24 @@ If you use these datasets, please cite the original authors:
 **CTD:**
 Please refer to the [CTD citation policy](http://ctdbase.org/about/publications/).
 ## License
-This repository is licensed under **Apache 2.0**. Please also adhere to the specific license agreements of the original datasets (BC5CDR and CTD) if applicable.

 ## Dataset Description
+**MedNLPCombined** is a collected repository of medical Natural Language Processing (NLP) datasets, primarily focused on **Chemical-Disease Relations (CDR)**, **Toxicogenomics**, and **Gene Interactions**. This repository is designed to facilitate research in Named Entity Recognition (NER) and Relation Extraction (RE) within the biomedical domain.
+The repository currently includes three major components:
 1. **BioCreative V CDR (BC5CDR) Task Corpus**
 2. **Comparative Toxicogenomics Database (CTD) Derived Data**
+3. **ChemDisGene Dataset**
 ## Repository Structure
 - **`CTD.zip`**: A compressed archive likely containing processed abstracts, relationships, and entity annotations derived from CTD.
   - *Note: You may need to unzip this file to access the raw `.tsv` or `.txt` files.*
+### 3. `ChemDisGene/`
+Contains the **ChemDisGene** dataset for distant supervision of biomedical relationships.
+- **`data/`**: The core dataset files.
+- **`related_documents/`**: Documentation and guidelines.
+  - `AnnotationGuidelines.pdf`
 ## Dataset Details
 ### BioCreative V CDR (BC5CDR)
 ### Comparative Toxicogenomics Database (CTD)
 The CTD data provides manually curated information about chemical-gene/protein interactions, chemical-disease and gene-disease relationships. This component of the repository is likely a snapshot or a derived subset focusing on specific interaction types (e.g., chemical-disease-gene networks).
+### ChemDisGene
+ChemDisGene is a large-scale, distant-supervision dataset for extracting biomedical relationships between chemicals, diseases, and genes. It provides a valuable resource for training models on a broader range of biomedical interactions.
 ## Usage
 To use this dataset in your Python project:
 # dataset = load_dataset("username/MedNLPCombined")
 ```
+For local usage, clone the repository:
 ```bash
 git clone https://huggingface.co/username/MedNLPCombined
 ```
 ## Citation
 **CTD:**
 Please refer to the [CTD citation policy](http://ctdbase.org/about/publications/).
+**ChemDisGene:**
+```bibtex
+@inproceedings{zhang-etal-2022-distant,
+    title = "A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes",
+    author = "Zhang, Dongxu  and
+      Mohan, Sunil  and
+      Torkar, Michaela  and
+      McCallum, Andrew",
+    booktitle = "Proceedings of the Thirteenth Language Resources and Evaluation Conference",
+    month = jun,
+    year = "2022",
+    address = "Marseille, France",
+    publisher = "European Language Resources Association",
+    url = "https://aclanthology.org/2022.lrec-1.666",
+    pages = "6205--6214",
+}
+```
 ## License
+This repository is licensed under **Apache 2.0**. Please also adhere to the specific license agreements of the original datasets (BC5CDR, CTD, and ChemDisGene) if applicable.

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-1967,12852481,D001241,D065630
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-1970,11858397,D008787,D016171
-1971,11858397,D004917,D016171
-1972,11858397,D020117,D016171
-1973,11009181,D007980,D004409
-1974,8988571,D003042,D012206
-1975,8988571,D003042,D003645
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-1977,6615052,D006493,D013923
-1978,6615052,D006493,D013921
-1979,6615052,D006493,D006470
-1980,3952818,D005472,D002637
-1981,3952818,D005472,D000788
-1982,3084782,D006046,D003872
-1983,3084782,D008625,D009393
-1984,3084782,D008625,D003872
-1985,430165,D010672,D062787
-1986,430165,D010672,D002526
-1987,430165,D010672,D010291
-1988,16600756,D015237,D053201
-1989,16600756,D015232,D053201
-1990,15686794,D000638,D017116
-1991,12760988,D013390,D010149
-1992,12760988,D013390,D063806
-1993,12691807,D007980,D004421
-1994,12600698,D013307,D015837
-1995,12091028,D007649,D006212
-1996,11860495,D012601,D000647
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-1998,10354657,D008094,D007037
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-2000,9630698,D006220,D009127
-2001,8480959,D008148,D009135
-2002,7197363,D011814,D009069
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-2006,6402369,D007069,D001745
-2007,3973521,C027278,D007022
-2008,3973521,C027278,D008133
-2009,3461217,D043343,D011471
-2010,3461217,D008770,D011471
-2011,2840807,D009074,D004421
-2012,2840807,D000324,D004421
-2013,2569282,D015760,D009127
-2014,2343592,C044650,D012640
-2015,2055425,D013311,D003920
-2016,1711760,D010656,D006973
-2017,1595783,D000638,D011014
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-2207,24842192,D007545,D009203
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-2209,24881749,D013747,D009459
-2210,24881749,D063325,D009459
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