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cs.CL2025
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models
Nikhil Sharma, Kenton Murray, Ziang Xiao
Although the multilingual capability of LLMs offers new opportunities to overcome the language barrier, do these capabilities translate into real-life scenarios where linguistic di…
cs.CL2024
Generative Echo Chamber? Effects of LLM-Powered Search Systems on Diverse Information Seeking
Nikhil Sharma, Q. Vera Liao, Ziang Xiao
Large language models (LLMs) powered conversational search systems have already been used by hundreds of millions of people, and are believed to bring many benefits over convention…