Author

Ji-Qun Liu

2 papers indexed here

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Preprint Aug 2026

Beyond Local Surprise: Grounded Dialogue as Selective Belief Revision under Referential Uncertainty

When a speaker refers to a scene that the listener cannot directly see, the listener must decide whether to preserve its current understanding or revise it as new utterances arrive. Many language systems treat local mismatch as a cue for updating: divergence from the current understanding encourages adjustment. Yet con...

Zi-Ming Liu, Bhanu Chaitanya Jasti, Zijian Xu et al. · 0 citations

Preprint Aug 2026

Search or Chat? Comparing How We Learn About Debated Topics

As large language models (LLMs) become more integrated into everyday information platforms, chat-based systems are emerging as a popular alternative to traditional web searches, especially for informational search and informal learning tasks. Despite this shift, little is known about how different tools affect learning...

Yu Ran, Alisa Rieger, Rabia Karatoprak Ersen et al. · 0 citations