Update README.md

README.md

@@ -1,50 +1,50 @@
----
-dataset_info:
-  features:
-  - name: id
-    dtype: int64
-  - name: patient_question
-    dtype: string
-  - name: patient_question_rus
-    dtype: string
-  - name: distorted_part
-    sequence: string
-  - name: distorted_part_rus
-    sequence: string
-  - name: dominant_distortion
-    dtype: string
-  - name: secondary_distortion
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 7284603
-    num_examples: 2525
-  download_size: 3860591
-  dataset_size: 7284603
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-license: mit
-task_categories:
-- text-classification
-language:
-- en
-- ru
-tags:
-- Psychology
-- Cognitive_distortion
-- NLP
-size_categories:
-- 1K<n<10K
----
+---
+dataset_info:
+  features:
+  - name: id
+    dtype: int64
+  - name: patient_question
+    dtype: string
+  - name: patient_question_rus
+    dtype: string
+  - name: distorted_part
+    sequence: string
+  - name: distorted_part_rus
+    sequence: string
+  - name: dominant_distortion
+    dtype: string
+  - name: secondary_distortion
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 7284603
+    num_examples: 2525
+  download_size: 3860591
+  dataset_size: 7284603
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+license: mit
+task_categories:
+- text-classification
+language:
+- en
+- ru
+tags:
+- Psychology
+- Cognitive_distortion
+- NLP
+size_categories:
+- 1K<n<10K
+---
 
 This dataset was originally published [here](https://www.kaggle.com/datasets/sagarikashreevastava/cognitive-distortion-detetction-dataset/). We translated it into Russian by our pipeline that relies on a power of modern LLMs. You can find translated texts by attributes that contain a suffix "_ru". Next we provide original description.
 
 # Cognitive Distortion detetction dataset
 
-Dataset used for "Detecting Cognitive Distortions from Patient-Therapist Interactions" by Sagarika Shreevastava and Peter W. Foltz -
+Dataset used for "[Detecting Cognitive Distortions from Patient-Therapist Interactions[(https://aclanthology.org/2021.clpsych-1.17.pdf)" by Sagarika Shreevastava and Peter W. Foltz -
 
 Therapist_responses.csv contains the questions asked by the patients and the respective response by a liscenced therapist. The ID_number given in this dataset can be used to match the annotated Patient's input to the therapist responses. The source of this data: https://www.kaggle.com/datasets/arnmaud/therapist-qa