most citedA Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity

4 citations · 5 across the 4 of their papers we have counts for

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cs.HC2024

Supporting Sensemaking of Large Language Model Outputs at Scale

Katy Ilonka Gero, Chelse Swoopes, Ziwei Gu +2

Large language models (LLMs) are capable of generating multiple responses to a single prompt, yet little effort has been expended to help end-users or system designers make use of…

cs.HC2024★ 1 cited

An AI-Resilient Text Rendering Technique for Reading and Skimming Documents

Ziwei Gu, Ian Arawjo, Kenneth Li +2

Readers find text difficult to consume for many reasons. Summarization can address some of these difficulties, but introduce others, such as omitting, misrepresenting, or hallucina…