IBM-Debater-ArgKP / readme.txt
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NAME: IBM Debater(R) - ArgKP-2023
VERSION: v1
RELEASE DATE: December 5, 2023
DATASET OVERVIEW
9,281 (argument, key point) pairs labeled as matching/non-matching/undecided, for 10 controversial topics.
For each pair, the topic and stance are also indicated.
The dataset is released under the following licensing and copyright terms:
• (c) Copyright IBM 2023. Released under Community Data License Agreement – Sharing, Version 1.0 (https://cdla.io/sharing-1-0/).
The dataset is described in the following publication (referred to as the "ArgKP-Large" test set):
• Welcome to the Real World: Efficient, Incremental and Scalable Key Point Analysis. Lilach Eden, Yoav Kantor, Matan Orbach, Yoav Katz, Noam Slonim, Roy Bar-Haim. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: Industry Track. 2023
Please cite this paper if you use the dataset.
CONTENTS
The CSV file, ArgKP-2023_dataset.csv, contains the following columns for each (argument, key point) pair:
1. topic
2. argument
3. key_point
4. stance: 1 (pro) / -1 (con)
5. label: 1 (matching)/ 0 (non-matching)/ -1 (undecided)
Note: In the experiments described in the paper, the undecided examples were excluded.