Question Answering on WikiQA
0.832MAPBERT + Aligner
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT + AlignerBackbone=BERT-base, Evaluation Protocol=Fine-tuned, Alignment Feature=Conditional alignment probability2021.06 | 0.832 | 0.844 | |
| BERTBackbone=BERT-base, Evaluation Protocol=Fine-tuned2021.06 | 0.818 | 0.83 | |
| Word2ketCompression Ratio=21x2022.10 | 0.6842 | 0.7025 | |
| MorphTECompression Ratio=81x2022.10 | 0.6834 | 0.7051 | |
| OriginalCompression Ratio=1x2022.10 | 0.6798 | 0.697 | |
| Word2ketXsCompression Ratio=80x2022.10 | 0.6686 | 0.6871 | |
| Tensor TrainCompression Ratio=80x2022.10 | 0.6251 | 0.644 | |
| Matrix Factor.Compression Ratio=82x2022.10 | 0.5957 | 0.6121 |