3 papers
cs.AI2026
Attribution Bias in Large Language Models
Eliza Berman, Bella Chang, Daniel B. Neill +1
As Large Language Models (LLMs) are increasingly used to support search and information retrieval, it is critical that they accurately attribute content to its original authors. In…
cs.CR2025
A Longitudinal Measurement of Privacy Policy Evolution for Large Language Models
Zhen Tao, Shidong Pan, Zhenchang Xing +3
Large language model (LLM) services have been rapidly integrated into people's daily lives as chatbots and agentic systems. They are nourished by collecting rich streams of data, r…
cs.CL2025
Multilingual Prompting for Improving LLM Generation Diversity
Qihan Wang, Shidong Pan, Tal Linzen +1
Large Language Models (LLMs) are known to lack cultural representation and overall diversity in their generations, from expressing opinions to answering factual questions. To mitig…