SaliTrap Benchmark

A study by researchers at an undisclosed institution, posted on arXiv on July 30, 2026, reveals that large language models (LLMs) exhibit 'Salience Bias,' a tendency to be misled by explicit but irrel…

A new study from researchers at arXiv introduces the SaliTrap Benchmark and finds that 12 state-of-the-art large language models, including mainstream models, exhibit 'Salience Bias' in commonsense re…