Papers by Alexander Iyabor
Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality (2021.naacl-main)
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| Challenge: | Existing benchmarks for lexical substitution depend on human recall as the only source of data, authors say . existing benchmarks lack coverage of the appropriate substitutes that would be most helpful to humans . |
| Approach: | They propose a benchmark for lexical substitution to find appropriate substitutes for a target word in context . existing benchmarks depend on human recall as the only source of data, they argue . |
| Outcome: | The new benchmark for lexical substitution uses a context-free thesaurus . it has 3x as many substitutes per target word for the same quality, and substitutes are 1.4x more appropriate . |