SWS (Smart Word Suggestions Benchmark)
Introduced by Wang et al. in Smart Word Suggestions for Writing Assistance
Smart Word Suggestions (SWS) is a task and benchmark. This task involves identifying words or phrases that require improvement and providing substitution suggestions. The benchmark includes human-labeled data for testing, a large distantly supervised dataset for training, and the framework for evaluation. The test data includes 1,000 sentences written by English learners, accompanied by over 16,000 substitution suggestions annotated by 10 native speakers. The training dataset comprises over 3.7 million sentences and 12.7million suggestions generated through rules.
Source: Smart Word Suggestions for Writing AssistancePapers
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