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Roberta Rocca's Projects

benchmarks_paper icon benchmarks_paper

Code and data for Rocca, R., & Yarkoni, T., (2023): Putting psychology to the test: rethinking model evaluation through benchmarking and prediction, published in Advances in Methods and Practices in Psychological Science

contrastive-user-encoders icon contrastive-user-encoders

Code for: Rocca, R., & Yarkoni, T. (2022), Language models as user encoders: Self-supervised learning of user encodings using transformers, to appear in Findings of the Association for Computational Linguistics: EMNLP 2022

datasci-au-24 icon datasci-au-24

Primary repository for the course: Data Science, Prediction, and Forecasting, taught as part of the CogSci masters program at Aarhus University.

echo icon echo

A Scalable and Explainable Approach to Discriminating Between Human and Artificially Generated Text

eucomm-twitter icon eucomm-twitter

Code repository for paper: "From economy to identity: A data-driven analysis of the European Commission’s Twitter communication between 2010 and 2022

mteb icon mteb

MTEB: Massive Text Embedding Benchmark

multidiagnosis-text icon multidiagnosis-text

Feature-based and Transformer models for classification of mental disorders from text

nlp-au-23 icon nlp-au-23

Primary repository for the NLP course as part of the CogSci masters program at Aarhus University.

ontology icon ontology

The Audio Set Ontology aims to provide a comprehensive set of categories to describe sound events.

pasttwitter icon pasttwitter

Functions to scrape Twitter account info for past points in time via archive.org

pliers icon pliers

Automated feature extraction in Python

pyns icon pyns

Python neuroscout API library

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