diff --git a/scripts/question_answering/README.md b/scripts/question_answering/README.md
index b442593348..122deb4eb6 100644
--- a/scripts/question_answering/README.md
+++ b/scripts/question_answering/README.md
@@ -157,7 +157,7 @@ For the reset pretrained models, the results on SQuAD1.1 and SQuAD2.0 are given
 | Model Name    | SQuAD1.1 dev  | SQuAD2.0 dev |  Json | Log | Command |
 |--------------------------|---------------|--------------|------|-----|--------|
 |BERT base                 | 88.40/81.24   | 76.43/73.59  |[json](https://gluon-nlp-log.s3.amazonaws.com/squad_training_log/fintune_google_en_uncased_bert_base_squad_2.0/best_results.json) | [log](https://gluon-nlp-log.s3.amazonaws.com/squad_training_log/fintune_google_en_uncased_bert_base_squad_2.0/finetune_squad2.0.log) | [command](./commands/run_squad2_uncased_bert_base.sh) |
-|BERT large                | 90.45/83.55   | 81.89/78.77  | json | log | [command](./commands/run_squad2_uncased_bert_large.sh) |
+|BERT large                | 90.45/83.55   | 81.41/78.46  | [json](https://gluon-nlp-log.s3.amazonaws.com/squad_training_log/fintune_google_en_uncased_bert_large_squad_2.0/best_results.json) | [log](https://gluon-nlp-log.s3.amazonaws.com/squad_training_log/fintune_google_en_uncased_bert_large_squad_2.0/finetune_squad2.0.log) | [command](./commands/run_squad2_uncased_bert_large.sh) |
 |ELECTRA small             | 85.42/78.95   | 73.93/71.36  |[json](https://gluon-nlp-log.s3.amazonaws.com/squad_training_log/fintune_google_electra_small_squad_2.0/best_results.json) | [log](https://gluon-nlp-log.s3.amazonaws.com/squad_training_log/fintune_google_electra_small_squad_2.0/finetune_squad2.0.log) | [command](./commands/run_squad2_electra_small.sh) |      
 |ELECTRA base              | 92.63/87.34   | 86.65/83.95  |[json](https://gluon-nlp-log.s3.amazonaws.com/squad_training_log/fintune_google_electra_base_squad_2.0/best_results.json) | [log](https://gluon-nlp-log.s3.amazonaws.com/squad_training_log/fintune_google_electra_base_squad_2.0/finetune_squad2.0.log) | [command](./commands/run_squad2_electra_small.sh) |
 |ELECTRA large             | 94.95/89.94   | 90.67/88.32  |[json](https://gluon-nlp-log.s3.amazonaws.com/squad_training_log/fintune_google_electra_large_squad_2.0/best_results.json) | [log](https://gluon-nlp-log.s3.amazonaws.com/squad_training_log/fintune_google_electra_large_squad_2.0/finetune_squad2.0.log) | [command](./commands/run_squad2_electra_base.sh) |