Björn E. Hommel
@bjoernhommel.bsky.social
Academic Researcher in #psychology∩#NLP∩#DeepLearning
📄 Preprint: osf.io/preprints/ps...
OSF
osf.io
November 26, 2025 at 11:42 AM
📄 Preprint: osf.io/preprints/ps...
🔗 SynthNet is freely accessible on HuggingFace Spaces: huggingface.co/spaces/magno...
SynthNet Search - a Hugging Face Space by magnolia-psychometrics
Search SynthNet to find conceptual overlap in measures from behavioral sciences. Enter survey items or scale names, traits, or constructs to get relevant results. Agree to the terms of service and ...
huggingface.co
November 26, 2025 at 11:42 AM
🔗 SynthNet is freely accessible on HuggingFace Spaces: huggingface.co/spaces/magno...
Solution: Survey items are text, so we use natural language processing to approximate empirical overlap between scales. SynthNet is powered by SurveyBot3000, a sentence transformer we developed to predict correlations from item wording alone. Scale-level accuracy against empirical data: r=.84. 🧵3/3
November 26, 2025 at 11:42 AM
Solution: Survey items are text, so we use natural language processing to approximate empirical overlap between scales. SynthNet is powered by SurveyBot3000, a sentence transformer we developed to predict correlations from item wording alone. Scale-level accuracy against empirical data: r=.84. 🧵3/3
Problem: The measurement ecosystem in behavioral science is disorganized. Inconsistent labeling leads to jingle-jangle fallacies. Proving redundancy empirically requires pairwise comparisons. With hundreds of thousands of items, that means trillions of responses. Not feasible! 🧵2/3
November 26, 2025 at 11:42 AM
Problem: The measurement ecosystem in behavioral science is disorganized. Inconsistent labeling leads to jingle-jangle fallacies. Proving redundancy empirically requires pairwise comparisons. With hundreds of thousands of items, that means trillions of responses. Not feasible! 🧵2/3
Reposted by Björn E. Hommel
One position is DFG-funded (75%, 3 years). Topic: Can LLMs help us defragment psychology? It builds on the SurveyBot3000 huggingface.co/spaces/magno...
You'll get to collaborate with @bjoernhommel.bsky.social, @jamiecummins.bsky.social, @malte.the100.ci and a mystery cool person.
You'll get to collaborate with @bjoernhommel.bsky.social, @jamiecummins.bsky.social, @malte.the100.ci and a mystery cool person.
Synthetic Correlations - a Hugging Face Space by magnolia-psychometrics
Discover amazing ML apps made by the community
huggingface.co
March 18, 2025 at 3:31 PM
One position is DFG-funded (75%, 3 years). Topic: Can LLMs help us defragment psychology? It builds on the SurveyBot3000 huggingface.co/spaces/magno...
You'll get to collaborate with @bjoernhommel.bsky.social, @jamiecummins.bsky.social, @malte.the100.ci and a mystery cool person.
You'll get to collaborate with @bjoernhommel.bsky.social, @jamiecummins.bsky.social, @malte.the100.ci and a mystery cool person.