Papers by Nadin Kökciyan
Beyond Recognising Entailment: Formalising Natural Language Inference from an Argumentative Perspective (2024.acl-long)
Copied to clipboard
| Challenge: | Existing methods for recognizing textual entailment lack a standardized definition of inference, making it difficult to compare methods trained on different datasets. |
| Approach: | They propose a rigorous approach to align entailment recognition with argumentation theory by using a tool to assist humans in annotating arguments according to the PTA. |
| Outcome: | The proposed model is based on a human-trained dataset and provides insights into non-expert annotator training. |