From persona to personalization: A survey on role-playing language agents

J Chen, X Wang, R Xu, S Yuan, Y Zhang, W Shi… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in large language models (LLMs) have significantly boosted the rise
of Role-Playing Language Agents (RPLAs), ie, specialized AI systems designed to simulate …

Towards a holistic landscape of situated theory of mind in large language models

Z Ma, J Sansom, R Peng, J Chai - arxiv preprint arxiv:2310.19619, 2023 - arxiv.org
Large Language Models (LLMs) have generated considerable interest and debate
regarding their potential emergence of Theory of Mind (ToM). Several recent inquiries reveal …

Evaluating character understanding of large language models via character profiling from fictional works

X Yuan, S Yuan, Y Cui, T Lin, X Wang, R Xu… - arxiv preprint arxiv …, 2024 - arxiv.org
Large language models (LLMs) have demonstrated impressive performance and spurred
numerous AI applications, in which role-playing agents (RPAs) are particularly popular …

Personality understanding of fictional characters during book reading

M Yu, J Li, S Yao, W Pang, X Zhou, Z **ao… - arxiv preprint arxiv …, 2023 - arxiv.org
Comprehending characters' personalities is a crucial aspect of story reading. As readers
engage with a story, their understanding of a character evolves based on new events and …

CHIRON: Rich character representations in long-form narratives

A Gurung, M Lapata - arxiv preprint arxiv:2406.10190, 2024 - arxiv.org
Characters are integral to long-form narratives, but are poorly understood by existing story
analysis and generation systems. While prior work has simplified characters via graph …

Character coreference resolution in movie screenplays

S Baruah, S Narayanan - Findings of the Association for …, 2023 - aclanthology.org
Movie screenplays have a distinct narrative structure. It segments the story into scenes
containing interleaving descriptions of actions, locations, and character dialogues. A typical …

Sig: Speaker identification in literature via prompt-based generation

Z Su, L Xu, J Xu, J Li, M Huangfu - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Identifying speakers of quotations in narratives is an important task in literary analysis, with
challenging scenarios including the out-of-domain inference for unseen speakers, and non …

Resilient Semi-Supervised Meta-Learning Network based on wavelet transform and K-means optimization for fluid classification

H Li, S Pang, Y Sun - Physics of Fluids, 2024 - pubs.aip.org
In the field of geological exploration, accurately distinguishing between different types of
fluids is crucial for the development of oil, gas, and mineral resources. Due to the scarcity of …

Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?

R Xu, X Wang, J Chen, S Yuan, X Yuan, J Liang… - arxiv preprint arxiv …, 2024 - arxiv.org
Can Large Language Models (LLMs) simulate humans in making important decisions?
Recent research has unveiled the potential of using LLMs to develop role-playing language …

CharMoral: A Character Morality Dataset for Morally Dynamic Character Analysis in Long-Form Narratives

S Bae, G Cho, YG Cheong, B Li - Proceedings of the 31st …, 2025 - aclanthology.org
This paper introduces CharMoral, a dataset designed to analyze the moral evolution of
characters in long-form narratives. CharMoral, built from 1,337 movie synopses, includes …