Machine Translation Hallucination Mitigation on German-English MT Hallucination Subsets
2F. ScoreNo reranking
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| No rerankingreranking=none2022.12 | 2 | 30 | 80 | 93 | 0.51 | |
| COMET-QEreranking=MC dropout hypotheses2022.12 | 59 | 69 | 85 | 93 | 0.77 | |
| ALTIreranking=MC dropout hypotheses2022.12 | 64 | 73 | 92 | 91 | 0.8 | |
| LASERreranking=MC dropout hypotheses2022.12 | 72 | 73 | 92 | 92 | 0.82 | |
| LaBSEreranking=MC dropout hypotheses2022.12 | 74 | 80 | 92 | 94 | 0.85 | |
| XNLI (oracle)reranking=MC dropout hypotheses2022.12 | 75 | 83 | 98 | 97 | 0.88 |