The authors created and preliminarily validated an eye-tracking dataset showing an inverse correlation between L2 English proficiency and regressive eye movements during idiom reading.
Sag, Timothy Baldwin, Francis Bond, Ann Copestake, and Dan Flickinger
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.CL 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
On a controlled Turkish dataset of 147 examples, few-shot prompting lets some LLMs match or beat a supervised BERT baseline for LVC detection, though results are highly sensitive to prompt design.
citing papers explorer
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Assessing Cognitive Effort in L2 Idiomatic Processing: An Eye-Tracking Dataset
The authors created and preliminarily validated an eye-tracking dataset showing an inverse correlation between L2 English proficiency and regressive eye movements during idiom reading.
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Supervision versus Demonstration-Based In-Context Learning for Multiword Expression Classification
On a controlled Turkish dataset of 147 examples, few-shot prompting lets some LLMs match or beat a supervised BERT baseline for LVC detection, though results are highly sensitive to prompt design.