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Bolun Sun

2 accepted papers

2025

Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents

ICLR 2025poster

This paper presents a novel application of large language models (LLMs) to enhance user comprehension of privacy policies through an interactive dialogue agent. We demonstrate that LLMs significantly outperform traditional models in tasks like Data Practice Identification, Choice Identification, Pol…

Cited by 1SourcePDFScholar
2025

Language Models (Mostly) Know When to Stop Reading

NeurIPS 2025poster

Large language models (LLMs) process entire input contexts indiscriminately, which is inefficient when the information required to answer a query is localized within the context. We present dynamic context cutoff, a novel method enabling LLMs to self-terminate processing upon acquiring sufficient ta…

Cited by 0SourceScholar