Papers by Nicolò Tamagnone
Top-Rank-Focused Adaptive Vote Collection for the Evaluation of Domain-Specific Semantic Models (2020.emnlp-main)
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| Challenge: | Embedding-based models are increasingly needed for domain-specific evaluation datasets. |
| Approach: | They propose a protocol for the construction of a relatedness-based evaluation dataset based on adaptive pairwise comparisons and appropriate metrics to evaluate a semantic model via the aforementioned dataset. |
| Outcome: | The proposed protocol is particularly accurate in top-rank evaluation. |