11 citations · 11 across the 5 of their papers we have counts for
5 papers
Spoiler Alert: Narrative Forecasting as a Metric for Tension in LLM Storytelling
Peiqi Sui, Yutong Zhu, Tianyi Cheng +4
LLMs have so far failed both to generate consistently compelling stories and to recognize this failure--on the leading creative-writing benchmark (EQ-Bench), LLM judges rank zero-s…
LLMs Exhibit Significantly Lower Uncertainty in Creative Writing Than Professional Writers
Peiqi Sui
We argue that uncertainty is a key and understudied limitation of LLMs' performance in creative writing, which is often characterized as trite and cliché-ridden. Literary theory id…
Critical Confabulation: Can LLMs Hallucinate for Social Good?
Peiqi Sui, Eamon Duede, Hoyt Long +1
LLMs hallucinate, yet some confabulations can have social affordances if carefully bounded. We propose critical confabulation (inspired by critical fabulation from literary and soc…
KRISTEVA: Close Reading as a Novel Task for Benchmarking Interpretive Reasoning
Peiqi Sui, Juan Diego Rodriguez, Philippe Laban +5
Each year, tens of millions of essays are written and graded in college-level English courses. Students are asked to analyze literary and cultural texts through a process known as…
Confabulation: The Surprising Value of Large Language Model Hallucinations
Peiqi Sui, Eamon Duede, Sophie Wu +1
This paper presents a systematic defense of large language model (LLM) hallucinations or 'confabulations' as a potential resource instead of a categorically negative pitfall. The s…