- [x] recreate the model in the [paper](https://www.cl.cam.ac.uk/~cjb255/papers/2018-bea/bea2018.pdf) (6/25~7/8) - [x] find a good model to predict nextword and add it into the model (7/9~7/16) - [x] make the result better (7/17 ~ 7/30) ---- ## structure1  ---- Precision : 0.2870 Recall : 0.0673 F_0.5 : 0.1737 ---- ## problem * since the addition is done the last, some sentence might not be put into candidate set * Could you hand me pen ? * 只找得到副數 * Could you hand me pens ? * Could you hand me the pens ? * 但實際上還有單數的可能 * Could you hand me the pen ? * Could you hand me a pen? ---- ## structure2  ---- ## accuracy * Precision : 0.2500 * Recall : 0.1092 * F_0.5 : 0.1987 ---- ## delete word * the accuracy of addition is too low, try deletion * Precision : 31.78 * Recall : 7.15 * F_0.5 : 18.82 ----  ----  ---- * 不同分數的input sentence，用不同的threshold  ----  --- ## solution * Don't correct the sentence in one time * give suggestions to the users, let them chose ----  ---- ### suggestion * 1712 * Precision : 0.2486 * Recall : 0.0697 * F_0.5 : 0.1642 ----  --- # grammarly  --- # web * build a web base on my current work And in my opinion , this seems to be the main purpose of undergoing that genetic testing at the first place . To the carrier himself of herself , he of she should have a feeling of resposiblity to tell his or her relatives their genetic disorder . That is the most essential elements to overcome the challenges .