Papers by Evgenia Ilia
Predict the Next Word: <Humans exhibit uncertainty in this task and language models _____> (2024.eacl-short)
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| Challenge: | Language models (LMs) are statistical models trained to assign probability to human-generated text. |
| Approach: | They evaluate language models' ability to reproduce variability that humans exhibit in the ‘next word prediction’ task. |
| Outcome: | The language models are trained to assign probability to human-generated text . they exhibit low calibration to human uncertainty, and advise against it . |