sentence1: luong and manning propose training a model on an out-of-domain corpus and do finetuning with small sized in-domain parallel data to mitigate the domain shift problem .
sentence2: luong and manning propose a fine-tuning method , which continues to train the already trained out-of-domain system on the in-domain data .