Papers with SLIDE
SLIDE: Reference-free Evaluation for Machine Translation using a Sliding Document Window (2024.naacl-short)
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| Challenge: | prevailing evaluation methods for machine translation metrics are at the sentence-level . but there are many linguistic phenomena that cannot be translated without context . |
| Approach: | They propose a metric that leverages a moving window that slides over a document to feed it into a quality estimation model. |
| Outcome: | The proposed metric obtains significantly higher pairwise system accuracy than its sentence-level baseline. |
SLIDE - a Sentiment Lexicon of Common Idioms (L18-1)
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| Challenge: | Compositional solutions for phrase sentiment are not able to handle idioms because their sentiment is not derived from the sentiment of the individual words. |
| Approach: | They propose a crowdsourcing approach for collecting sentiment annotations of idiomatic expressions using crowdsourcing. |
| Outcome: | The proposed approach is able to capture sentiment strength and ambiguity in idiomatic expressions using crowdsourcing. |