Papers with Rare word representation
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models (D18-1)
Copied to clipboard
| Challenge: | Existing benchmarks for rare word representation are lacking for evaluation and comparison . a task-based evaluation does not provide a solid basis for comparing different models . |
| Approach: | They propose to use an expert-annotated word similarity dataset to evaluate rare word representation techniques. |
| Outcome: | The proposed dataset provides a reliable benchmark for rare word representation techniques. |