---
language:
- en
license: cc-by-4.0
configs:
- config_name: default
  data_files:
  - split: train
    path: train/*
  - split: dev
    path: dev/*
  - split: test
    path: test/*
dataset_info:
  features:
  - name: video_path
    dtype: string
  - name: audio
    dtype: audio
  - name: sr
    dtype: int64
  - name: abstract
    dtype: string
  - name: language
    dtype: string
  - name: split
    dtype: string
  - name: duration
    dtype: float64
  - name: conference
    dtype: string
  - name: year
    dtype: string
  config_name: default
  splits:
  - name: train
    num_examples: 4000
  - name: dev
    num_examples: 885
  - name: test
    num_examples: 1431
tags:
- text
- audio
- video
---

# 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.