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Abstract Generation with ACL talks

This dataset is designed for the task of Multimodal Abstract Generation from scientific talks. It provides links to videos of academic presentations from ACL conferences, paired with their corresponding abstracts as well as the audio recordings. The goal is to generate concise, informative summaries (abstracts) based on the content.

Dataset Splits

Split Number of Examples
train 4000
dev 885
test 1431

Dataset Fields

Field Type Description
video_path string The video URL to the ACL talk.
audio
- array A numpy.ndarray representing the audio signal.
- sampling_rate The sampling rate of the audio.
sr int The sampling rate of the audio.
abstract string The abstract of the ACL paper corresponding to the talk.
language string The language of the videos and audios: English.
split string The data split to which the entry belongs, such as "train," "dev," or "test."
duration float The duration of the video/audio content in seconds.
conference string The name of the conference associated with the dataset entry.
year string The year of the conference.

Citation

A dataset paper will be available soon.

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