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A modular approach for multimodal summarization of TV shows
In this paper we address the task of summarizing television shows, which touches key areas
in AI research: complex reasoning, multiple modalities, and long narratives. We present a …
in AI research: complex reasoning, multiple modalities, and long narratives. We present a …
Unveiling the essence of poetry: Introducing a comprehensive dataset and benchmark for poem summarization
While research in natural language processing has progressed significantly in creative
language generation, the question of whether language models can interpret the intended …
language generation, the question of whether language models can interpret the intended …
Screenwriter: Automatic screenplay generation and movie summarisation
The proliferation of creative video content has driven demand for textual descriptions or
summaries that allow users to recall key plot points or get an overview without watching. The …
summaries that allow users to recall key plot points or get an overview without watching. The …
Select and summarize: Scene saliency for movie script summarization
Abstractive summarization for long-form narrative texts such as movie scripts is challenging
due to the computational and memory constraints of current language models. A movie …
due to the computational and memory constraints of current language models. A movie …
Fine-Tuned LLMs are" Time Capsules" for Tracking Societal Bias Through Books
Books, while often rich in cultural insights, can also mirror societal biases of their eras-
biases that Large Language Models (LLMs) may learn and perpetuate during training. We …
biases that Large Language Models (LLMs) may learn and perpetuate during training. We …