Reading Comprehension on NarrativeQA summaries
36.55BLEU-1BiAttention
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BiAttentionBackbone=150d Hybrid MRU-LSTM, Training Time=≈1 hour2018.03 | 36.55 | 19.79 | 17.87 | 41.44 | |
| BiAttentionBackbone=150d BiLSTM, Training Time=≈1 hour2018.03 | 34.22 | 18.22 | 16.19 | 38.32 | |
| BiDAFTraining Time=N/A2018.03 | 33.72 | 15.53 | 15.38 | 36.3 | |
| BiAttentionBackbone=300d MRU, Training Time=18 mins2018.03 | 33.28 | 16.15 | 15.84 | 36.65 | |
| BiAttentionBackbone=300d LSTM, Training Time=≈1 hour2018.03 | 31.18 | 15.34 | 14.42 | 32.95 | |
| ASRTraining Time=N/A2018.03 | 23.2 | 6.39 | 7.77 | 22.26 | |
| Seq2SeqTraining Time=N/A2018.03 | 15.89 | 1.26 | 4.08 | 13.15 | |
| BiAttentionBackbone=300d Sim. MRU, Training Time=1 min2018.03 | 9.15 | 1.69 | 3.95 | 11.16 |