Papers by Valle Ruiz-Fernández
Cognitive Biases, Task Complexity, and Result Intepretability in Large Language Models (2025.coling-main)
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| Challenge: | Recent work shows that cognitive biases occur frequently in language models . a cognitive bias is a systematic deviation in judgment that simplifies complex decisions . |
| Approach: | They evaluate the performance of different groups of models for each type of cognitive bias . they find that task complexity plays a part in eliciting stronger effects for some biases . |
| Outcome: | The proposed models perform better for each type of bias in different settings . the results show that task complexity plays a part in eliciting stronger effects . |