Papers by Shalom Lappin
The Influence of Context on Sentence Acceptability Judgements (P18-2)
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| Challenge: | a paper examining the influence of document context on acceptability judgements for English sentences is published in journal journal of linguistics. |
| Approach: | They propose to use document context to assess acceptability judgements for English sentences . they also test the accuracy of neural models that incorporate document context during training . |
| Outcome: | The proposed model improves acceptability ratings for ill-formed sentences, but reduces them for well-formed ones. |
How Furiously Can Colorless Green Ideas Sleep? Sentence Acceptability in Context (2020.tacl-1)
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| Challenge: | a recent study shows that context affects our perception of sentence acceptability, but few studies investigate how it affects language models. |
| Approach: | They compare acceptability ratings of sentences judged in isolation with a relevant context and with an irrelevant context. |
| Outcome: | The proposed model achieves state-of-the-art for unsupervised acceptability prediction. |