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Canonical reference. 86% of citing Pith papers cite this work as background.

6 Pith papers citing it
Background 86% of classified citations

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background 7

citation-polarity summary

fields

cs.HC 5 cs.CY 1

years

2026 6

verdicts

UNVERDICTED 6

roles

background 4

polarities

background 4 support 1

representative citing papers

From Words to Widgets for Controllable LLM Generation

cs.HC · 2026-04-13 · unverdicted · novelty 6.0

Malleable Prompting reifies subjective preferences from natural language into GUI widgets and modulates LLM token probabilities during decoding to enable controllable generation, with a user study showing improved precision and perceived controllability over standard prompting.

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