Full Sequence Generation on Helpdesk
1Coherence Score (S)GGATN
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GGATNM=G2026.06 | 1 | 0.1779 | 0.9498 | 502,069 | 0.9276 | 0 | 0.625 | 89.69 | 41.14 | — | 73.8 | — | 589,028 | 0 | — | 458 | |
| GGATN_jM=G_j2026.06 | 1 | 0.1724 | 0.9502 | 481,164 | 0.928 | 0 | 0.625 | 89.74 | 40.73 | — | 73.8 | — | 615,277 | 0 | — | 458 | |
| GGATN_s5M=G_s52026.06 | 1 | 0.1872 | 0.9505 | 711,122 | 0.9289 | 0 | 0.625 | 89.92 | 41.56 | — | 73.58 | — | 641,977 | 0 | — | 458 | |
| GGATN_s10M=G_s102026.06 | 1 | 0.1853 | 0.9496 | 433,090 | 0.9275 | 0 | 0.625 | 89.51 | 41.42 | — | 73.58 | — | 586,232 | 0 | — | 458 | |
| LSTM (4k)M=L(4k)2026.06 | 1 | 0.4297 | 0.6488 | 8,446,087 | 0.4876 | 2 | 1 | 28.21 | 7.82 | — | 0.44 | — | 1,102,316 | 1 | — | 458 | |
| LSTM (32k)M=L(32k)2026.06 | 1 | 0.2561 | 0.896 | 5,254,845 | 0.8526 | 1 | 0.875 | 76.62 | 15.51 | — | 11.79 | — | 2,478,145 | 0 | — | 458 | |
| Markov (4k)M=M(4k)2026.06 | 0.8908 | 0.3492 | 0.7619 | 4,539,597 | 0.7257 | 71 | 0.75 | 61.3 | 12.52 | — | 37.34 | — | 66,648,683 | 1 | — | 408 |