Papers with character-centric approach
Generating Visual Stories with Grounded and Coreferent Characters (2026.tacl-1)
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| Challenge: | Experimental results show that our model generates visual stories with consistent and coreferent character mentions compared to baselines and state-of-the-art systems. |
| Approach: | They propose a character-centric approach to visual story generation that uses visual and textual character coreference chains to enrich the VIST benchmark. |
| Outcome: | The proposed model generates visual stories with consistent and coreferent character mentions compared to baselines and state-of-the-art systems. |
RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing (2025.findings-emnlp)
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Hao Xiang, Tianyi Tang, Yang Su, Bowen Yu, An Yang, Fei Huang, Yichang Zhang, Yaojie Lu, Hongyu Lin, Xianpei Han, Jingren Zhou, Junyang Lin, Le Sun
| Challenge: | Existing benchmarks focus on character-centric approach and fail to reflect real-world applications. |
| Approach: | RMTBench is a user-centric bilingual role-playing benchmark featuring 80 diverse characters and over 8,000 dialogue rounds. |
| Outcome: | RMTBench features 80 diverse characters and over 8,000 dialogue rounds. |