Papers by Uday Bindal
DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph (2025.naacl-short)
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| Challenge: | Recent attempts at screenplay summarization focus on fine-tuning transformer-based pre-trained models, but these models often fall short in capturing long-term dependencies and latent relationships. |
| Approach: | They propose a novel resource that represents movie scripts as a movie character-aware discourse graph (CaD Graph) this resource aims to preserve all salient information, offering a more comprehensive and faithful representation of the screenplay’s content. |
| Outcome: | The proposed model preserves all salient information, offering a more comprehensive and faithful representation of the screenplay’s content. |