Re3: Generating longer stories with recursive reprompting and revision

K Yang, Y Tian, N Peng, D Klein - arXiv preprint arXiv:2210.06774, 2022 - arxiv.org
We consider the problem of automatically generating longer stories of over two thousand
words. Compared to prior work on shorter stories, long-range plot coherence and relevance …

[PDF][PDF] Various properties of various ultrafilters, various graph width parameters, and various connectivity systems

T Fujita - arXiv preprint arXiv, 2024 - researchgate.net
This paper investigates ultrafilters in the context of connectivity systems, defined as pairs (X,
f) where X is a finite set and f is a symmetric submodular function. Ultrafilters, essential in …

Doc: Improving long story coherence with detailed outline control

K Yang, D Klein, N Peng, Y Tian - arXiv preprint arXiv:2212.10077, 2022 - arxiv.org
We propose the Detailed Outline Control (DOC) framework for improving long-range plot
coherence when automatically generating several-thousand-word-long stories. DOC …

Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding

L Zhu, R Zhao, L Gui, Y He - arXiv preprint arXiv:2310.18783, 2023 - arxiv.org
Narrative understanding involves capturing the author's cognitive processes, providing
insights into their knowledge, intentions, beliefs, and desires. Although large language …

[PDF][PDF] Spinning Coherent Interactive Fiction through Foundation Model Prompts.

A Calderwood, N Wardrip-Fruin, M Mateas - ICCC, 2022 - computationalcreativity.net
We present Spindle, a mixed initiative tool for authoring choice-based interactive fiction that
targets Twine, a popular framework for text-based storygames. Twine artifacts have …

Cut the carp: Fishing for zero-shot story evaluation

S Matiana, JR Smith, R Teehan, L Castricato… - arXiv preprint arXiv …, 2021 - arxiv.org
Recent advances in large-scale language models (Raffel et al., 2019; Brown et al., 2020)
have brought significant qualitative and quantitative improvements in machine-driven text …

Media Framing through the Lens of Event-Centric Narratives

R Das, A Chandra, IT Lee, ML Pacheco - arXiv preprint arXiv:2410.03151, 2024 - arxiv.org
From a communications perspective, a frame defines the packaging of the language used in
such a way as to encourage certain interpretations and to discourage others. For example, a …

Topical segmentation of spoken narratives: A test case on holocaust survivor testimonies

E Wagner, R Keydar, A Pinchevski, O Abend - arXiv preprint arXiv …, 2022 - arxiv.org
The task of topical segmentation is well studied, but previous work has mostly addressed it
in the context of structured, well-defined segments, such as segmentation into paragraphs …

What the Rise of AI Means for Narrative Studies: A Response to" Why Computers Will Never Read (or Write) Literature" by Angus Fletcher

J Chun, K Elkins - Narrative, 2022 - muse.jhu.edu
The role of AI in narrative studies is not a question of if but of when and of how we humans
prepare for such a future. The if claim is addressed with a detailed rebuttal to Angus …

On weak filters and ultrafilters: Set theory from (and for) knowledge representation

CD Koutras, C Moyzes, C Nomikos… - Logic Journal of the …, 2023 - academic.oup.com
Weak filters were introduced by K. Schlechta in the'90s with the aim of interpreting defaults
via a generalized 'most'quantifier in first-order logic. They arguably represent the largest …