Narrative theory for computational narrative understanding

A Piper, RJ So, D Bamman - … of the 2021 Conference on Empirical …, 2021 - aclanthology.org
Over the past decade, the field of natural language processing has developed a wide array
of computational methods for reasoning about narrative, including summarization …

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 …

A survey of machine narrative reading comprehension assessments

Y Sang, X Mou, J Li, J Stanton, M Yu - arxiv preprint arxiv:2205.00299, 2022 - arxiv.org
As the body of research on machine narrative comprehension grows, there is a critical need
for consideration of performance assessment strategies as well as the depth and scope of …

MND: A New Dataset and Benchmark of Movie Scenes Classified by Their Narrative Function

C Liu, A Shmilovici, M Last - European Conference on Computer Vision, 2022 - Springer
The success of Hollywood cinema is partially attributed to the notion that Hollywood film-
making constitutes both an art and an industry: an artistic tradition based on a standardized …

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 …

Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling

M Ifergan, R Keydar, O Abend, A Pinchevski - arxiv preprint arxiv …, 2024 - arxiv.org
The vast collection of Holocaust survivor testimonies presents invaluable historical insights
but poses challenges for manual analysis. This paper leverages advanced Natural …

Automatic Topic-Guided Segmentation of Holocaust Survivor Testimonies

E Wagner, R Keydar, A Pinchevski, O Abend - Journal of Computational …, 2024 - jcls.io
In recent decades, efforts have been made to gather and digitize the testimonies of living
Holocaust survivors. The challenge we now face is attending to those thousands of human …

Algorithmic Benchmarking and Modeling of Character Understanding in Narrative Stories

Y Sang - 2022 - search.proquest.com
A basic human survival capability lies in understanding other people. Individuals want to
understand other people to predict their personalities (Carlson, 1992), motivations (Lynch …

Archive of Scientific Articles

EV Mikhalkova - gramota.net
From the perspective of Text World Theory, narratives contain elements (indications of time,
place, characters, etc.) that can be automatically identified and compared to establish …