Papers by Kuldeep Yadav
Transformer-based Joint Modelling for Automatic Essay Scoring and Off-Topic Detection (2024.lrec-main)
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| Challenge: | Existing studies show that automated essay scoring systems assign lower grades to irrelevant responses. |
| Approach: | They propose an unsupervised technique that jointly scores essays and detects off-topic essays. |
| Outcome: | The proposed method outperforms baseline and earlier conventional methods on two essay-scoring datasets in off-topic detection and on-topic scoring. |