Phraseformer(BERT, DeepWalk)

Reported on 3 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing3 results

Keyword ExtractiononSemEval-2017 Task-10
F1 score· 2021-06-09
65.7
best: 67.13 (Phraseformer(BERT, ExEm(ft)))
Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding arXiv:2106.04939
Keyword ExtractiononInspec
F1 score· 2021-06-09
68.44
best: 69.87 (Phraseformer(BERT, ExEm(ft)))
Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding arXiv:2106.04939
Keyword ExtractiononSemEval 2010 Task 8
F1 score· 2021-06-09
47.22
best: 48.65 (Phraseformer(BERT, ExEm(ft)))
Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding arXiv:2106.04939