Papers by Michele Contalbo
Argument Relation Classification through Discourse Markers and Adversarial Training (2024.emnlp-main)
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| Challenge: | Argument relation classification (ARC) identifies supportive, contrasting and neutral relations between argumentative units. |
| Approach: | They propose an argument relation classifier that integrates knowledge of discourse markers into a pre-trained RoBERTa model. |
| Outcome: | The proposed model outperforms existing methods and learns discriminative sentence embeddings supporting the task. |