Papers with CDCP
Argument Mining as a Text-to-Text Generation Task (2024.eacl-long)
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| Challenge: | Argument Mining (AM) aims to uncover the argumentative structures within a text. |
| Approach: | They propose a method that generates argumentatively annotated text using a pretrained encoder-decoder language model and a pre-trained decoder. |
| Outcome: | The proposed method achieves state-of-the-art performance on three types of benchmark datasets. |
A Corpus of eRulemaking User Comments for Measuring Evaluability of Arguments (L18-1)
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| Challenge: | eRulemaking is a way for government agencies to directly reach citizens to solicit their opinions and experiences regarding newly proposed rules. |
| Approach: | They propose an argument mining corpus annotated with argumentative structure information capturing the evaluability of arguments. |
| Outcome: | The proposed corpus contains 731 user comments on consumer debt collection practices rule by the Consumer Financial Protection Bureau. |