Update README.md

README.md

@@ -1,63 +1,59 @@
----
-dataset_info:
-  features:
-  - name: title
-    dtype: string
-  - name: text
-    dtype: string
-  - name: wiki_id
-    dtype: int32
-  - name: paragraph_id
-    dtype: int32
-  - name: topic_infer
-    dtype: int64
-  - name: prob
-    dtype: float64
-  splits:
-  - name: train
-    num_bytes: 565706758
-    num_examples: 1139464
-  download_size: 0
-  dataset_size: 565706758
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-task_categories:
-- text-generation
-language:
-- en
-tags:
-- medical
-pretty_name: w
-size_categories:
-- 1M<n<10M
-license: cc
----
-# MedWiki from ClinicalCorp
-
-This repo generates on-the-fly the filtered version of the `Cohere/wikipedia-22-12` on medical topic articles using `MaartenGr/BERTopic_Wikipedia`.
-
-## Original Dataset
-
-https://huggingface.co/datasets/Cohere/wikipedia-22-12
-
-## Topic modelling
-
-https://huggingface.co/MaartenGr/BERTopic_Wikipedia
-
-Check the `med_topics.csv` in the git repo for more info on which topics where targeted by prompting `GPT3.5-turbo 0613` over word representations of topics. The original topic list can be obtained from the topic model.
-
-# LICENSE
-
-This dataset is under Wikipedia's licensing which is *CC-BY-SA* : https://creativecommons.org/licenses/by-sa/4.0/ .
-
-# Citation
-
-    @article{corbeil2024iryonlp,
-      title={IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents},
-      author={Jean-Philippe Corbeil},
-      journal={arXiv preprint arXiv:2404.15488},
-      year={2024}
+---
+dataset_info:
+  features:
+  - name: title
+    dtype: string
+  - name: text
+    dtype: string
+  - name: wiki_id
+    dtype: int32
+  - name: paragraph_id
+    dtype: int32
+  - name: topic_infer
+    dtype: int64
+  - name: prob
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 565706758
+    num_examples: 1139464
+  download_size: 0
+  dataset_size: 565706758
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+task_categories:
+- text-generation
+language:
+- en
+tags:
+- medical
+pretty_name: w
+size_categories:
+- 1M<n<10M
+license: cc
+---
+# MedWiki from ClinicalCorp
+
+This repo generates on-the-fly a filtered version of the `Cohere/wikipedia-22-12` on medical topic articles based on `MaartenGr/BERTopic_Wikipedia`. DISCLAIMER: there is no data in this repo only scripts to build it, the `trust_remote_code=True` flag must be set.
+
+## Original Dataset
+
+https://huggingface.co/datasets/Cohere/wikipedia-22-12
+
+## Topic modelling
+
+https://huggingface.co/MaartenGr/BERTopic_Wikipedia
+
+Topics from this model were classified as part of the medical field by prompting `GPT3.5-turbo 0613` over word representations of topics. The original topic list can be obtained from the topic model.
+
+# Citation
+
+    @article{corbeil2024iryonlp,
+      title={IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents},
+      author={Jean-Philippe Corbeil},
+      journal={arXiv preprint arXiv:2404.15488},
+      year={2024}
     }