Papers by Chinmoy Samant
Model Agnostic Answer Reranking System for Adversarial Question Answering (2021.eacl-srw)
Copied to clipboard
| Challenge: | Existing methods for adversarial QA are often model specific and require retraining of the model . authors propose a simple method that can be applied directly to any QA model based on a model-agnostic approach . |
| Approach: | They propose a model-agnostic approach that explicitly reranks candidate answers . they use a QA model that scores candidates on the basis of content overlap with the question . |
| Outcome: | The proposed method outperforms state-of-the-art models on adversarial examples without retraining. |