Few-Shot Character Understanding in Movies as an Assessment to
Meta-Learning of Theory-of-Mind

Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind

9 November 2022

Shunchi Zhang

Han Wang

Papers citing "Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind"

17 / 17 papers shown

Title
Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents R. Xu Mingyu Wang Xintao Wang Dakuan Lu Xiaoyu Tan Wei Chu Yinghui Xu LRM LLMAG 61 0 0 11 Mar 2025
Generating Visual Stories with Grounded and Coreferent Characters Danyang Liu Mirella Lapata Frank Keller 15 2 0 20 Sep 2024
CHIRON: Rich Character Representations in Long-Form Narratives Alexander Gurung Mirella Lapata GNN 32 2 0 14 Jun 2024
TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models Jaewoo Ahn Taehyun Lee Junyoung Lim Jin-Hwa Kim Sangdoo Yun Hwaran Lee Gunhee Kim LLMAG HILM 22 12 0 28 May 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 50 72 0 28 Apr 2024
CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving Pei Chen Boran Han Shuai Zhang LRM LLMAG 27 4 0 26 Apr 2024
Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works Xinfeng Yuan Siyu Yuan Yuhan Cui Tianhe Lin Xintao Wang Rui Xu Jiangjie Chen Deqing Yang LLMAG 35 17 0 19 Apr 2024
Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing? Rui Xu Xintao Wang Jiangjie Chen Siyu Yuan Xinfeng Yuan Jiaqing Liang Zulong Chen Xiaoqing Dong Yanghua Xiao 63 3 0 18 Apr 2024
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions Liyan Xu JiangNan Li Mo Yu Jie Zhou 19 3 0 21 Feb 2024
Previously on the Stories: Recap Snippet Identification for Story Reading JiangNan Li Qiujing Wang Liyan Xu Wenjie Pang Mo Yu Zheng Lin Weiping Wang Jie Zhou 22 3 0 11 Feb 2024
SIG: Speaker Identification in Literature via Prompt-Based Generation Zhenlin Su Liyan Xu Jin Xu JiangNan Li Mingdu Huangfu 43 4 0 22 Dec 2023
Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models Ziqiao Ma Jacob Sansom Run Peng Joyce Chai 45 16 0 30 Oct 2023
Personality Understanding of Fictional Characters during Book Reading Mo Yu JiangNan Li Shunyu Yao Wenjie Pang Xiaochen Zhou Zhou Xiao Fandong Meng Jie Zhou 14 16 0 17 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 203 2,232 0 22 Mar 2023
MBTI Personality Prediction for Fictional Characters Using Movie Scripts Yisi Sang Xiangyang Mou Mo Yu Dakuo Wang Jing Li Jeffrey Stanton 19 17 0 20 Oct 2022
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 209 167 0 18 Apr 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 237 11,568 0 09 Mar 2017