Papers by Jatin Arora
Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications (2023.acl-short)
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| Challenge: | Named entity recognition (NER) is a foundational task for a variety of applications like question answering and machine translation. |
| Approach: | They propose to split entity recognition problem into two sub-tasks and optimize them separately for each sub-task. |
| Outcome: | The proposed system outperforms baselines on OntoNotes5.0, WNUT17 and a cybersecurity dataset and gives on-par performance on BioNLP13CG. |