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James Bono

2 accepted papers

2024

Content Filtering with Inattentive Information Consumers

AAAI 2024technical

We develop a model of content filtering as a game between the filter and the content consumer, where the latter incurs information costs for examining the content. Motivating examples include censoring misinformation, spam/phish filtering, and recommender systems acting on a stream of content. When…

Cited by 0SourcePDFScholar
2024

Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks

ACL 2024long

Benchmarks have emerged as the central approach for evaluating Large Language Models (LLMs). The research community often relies on a model’s average performance across the test prompts of a benchmark to evaluate the model’s performance. This is consistent with the assumption that the test prompts w…

Cited by 11SourcePDFScholar