cognitive-distortion
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.