datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cognitive-distortionautotrain-data-cognitive_distortions
AutoTrain Dataset for project: cognitive_distortions
Dataset Description
This dataset has been automatically processed by AutoTrain for project cognitive_distortions.
Languages
The BCP-47 code for the dataset's language is unk.
Dataset Structure
Data Instances
A sample from this dataset looks as follows:
[
{
"text": "I have had a lot of change happen this last year in every possible area of life but my thinking patterns just seem to… See the full description on the dataset page: https://huggingface.co/datasets/halilbabacan/autotrain-data-cognitive_distortions.cbt-cognitive-distortions-analysisThis data is synthetically generated using Claude Haiku + Claude Opus
CognitiveDistortion-Eval
CognitiveDistortion-Eval
A 163-row evaluation dataset mapping statements to cognitive distortion types, grounded in Aaron Beck's cognitive model of depression and extended through ACT, MBSR, and clinical neuroscience literature. Designed for evaluating LLM ability to identify, classify, and reframe cognitive distortions.
Rows CD116–CD130 are derived from real viral posts on r/conspiracy (scores 20,000–50,000 upvotes), expanded into full statements and annotated. These represent… See the full description on the dataset page: https://huggingface.co/datasets/joyboseroy/CognitiveDistortion-Eval.cognitive_distortions_gpt4shreevastava-cognitive-distortionsMulti-label cognitive distortion classification dataset used to train the
DistortionMlp head in the Lattice
on-device CBT journaling app.
Sources
Config
File
Rows
Classes covered
Origin
corpus
data/corpus.jsonl
2530
10 (all except DISQUALIFYING_POSITIVE, BLAME)
Shreevastava et al. therapy forum posts — human-annotated
synth
data/synth_disqualifying_positive.jsonl
307
DISQUALIFYING_POSITIVE
Claude-generated synthetic
synth
data/synth_blame.jsonl
339
BLAME… See the full description on the dataset page: https://huggingface.co/datasets/masked-kunsiquat/shreevastava-cognitive-distortions.combined_synthetic_cognitive_distortionscognitive_distortions_dataset_ruThis dataset was originally published here. 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 -
Therapist_responses.csv contains the questions asked by the patients and… See the full description on the dataset page: https://huggingface.co/datasets/psytechlab/cognitive_distortions_dataset_ru.Cognitive-Distortionscognitive_distortions_gpt4_dataset_ruThis dataset was originally published here. 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.
The dataset was generated by GPT4 for the task of the cognitive distortion detection. The categories are the same as in psytechlab/cognitive_distortions_dataset_ru:
All-or-nothing thinking
This is a kind of polarized thinking. This involves looking at a… See the full description on the dataset page: https://huggingface.co/datasets/psytechlab/cognitive_distortions_gpt4_dataset_ru.cognitive_distortion_validationautotrain-data-cognitive_distortion_gpt_roberta
AutoTrain Dataset for project: cognitive_distortion_gpt_roberta
Dataset Description
This dataset has been automatically processed by AutoTrain for project cognitive_distortion_gpt_roberta.
Languages
The BCP-47 code for the dataset's language is unk.
Dataset Structure
Data Instances
A sample from this dataset looks as follows:
[
{
"text": "From an 80 year old woman in the US: Life will be going normalSomething will happen that I… See the full description on the dataset page: https://huggingface.co/datasets/halilbabacan/autotrain-data-cognitive_distortion_gpt_roberta.