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From persona to personalization: A survey on role-playing language agents
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 …
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
Large Language Models (LLMs) have generated considerable interest and debate
regarding their potential emergence of Theory of Mind (ToM). Several recent inquiries reveal …
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
Large language models (LLMs) have demonstrated impressive performance and spurred
numerous AI applications, in which role-playing agents (RPAs) are particularly popular …
numerous AI applications, in which role-playing agents (RPAs) are particularly popular …
Personality understanding of fictional characters during book reading
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 …
engage with a story, their understanding of a character evolves based on new events and …
CHIRON: Rich character representations in long-form narratives
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 …
analysis and generation systems. While prior work has simplified characters via graph …
Character coreference resolution in movie screenplays
Movie screenplays have a distinct narrative structure. It segments the story into scenes
containing interleaving descriptions of actions, locations, and character dialogues. A typical …
containing interleaving descriptions of actions, locations, and character dialogues. A typical …
Sig: Speaker identification in literature via prompt-based generation
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 …
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 …
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?
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 …
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
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 …
characters in long-form narratives. CharMoral, built from 1,337 movie synopses, includes …