Papers by Stuart Mesham
An Extended Sequence Tagging Vocabulary for Grammatical Error Correction (2023.findings-eacl)
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| Challenge: | Current sequence-to-sequence and sequence-tagging approaches treat GEC as a machine-translation problem. |
| Approach: | They propose to introduce specialised tags for spelling correction and morphological inflection using the SymSpell and LemmInflect algorithms. |
| Outcome: | The proposed approach outperforms existing methods on the BEA benchmark. |