Generalized Measures of Anticipation and Responsivity in Online Language Processing

Experiments and Analysis

To reproduce our experiments in our paper, first run the notebook analysis/emnlp2024/crossvalidation.ipynb, then analysis/emnlp2024/analysis.ipynb.

Data

The Aligned dataset in the data folder is taken from the prediction-resource repository. Please cite the correct associated papers:

• de Varda et al., 2023 for the dataset of aligned cloze probabilities, predictability ratings, EEG and reading time data.
• Frank et al., 2013 for the eye-tracking and self-paced reading time data.
• Frank et al., 2015 for the dataset of event-related brain potentials.

BibTeX

@inproceedings{giulianelli-etal-2024-generalized,
    title={Generalized Measures of Anticipation and Responsivity in Online Language Processing},
    author={Giulianelli, Mario and Opedal, Andreas and Cotterell, Ryan},
    booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2024},
    year = {2024},
    publisher = {Association for Computational Linguistics},
    address = {Miami, Florida, USA},
    url={https://arxiv.org/pdf/2409.10728}
}