Moreover, reducing noise in the input of RTE module, by de-noising the DR and SR modules, appears to be crucial for improving the overall performance.
our ranker outperforms the TF-IDF method by 38.8% in evidence retrieval F1, with 65 times faster inference speed, achieving a promising performance in a large-scale fact extraction and verification dataset.