2025
Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment
NAACL 2025long
A binary decision task, like yes-no questions or answer verification, reflects a significant real-world scenario such as where users look for confirmation about the correctness of their decisions on specific issues. In this work, we observe that language models exhibit a negative bias in the binary…