Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
We compare the micro accuracy (avg. over 10 trials) with 95% confidence intervals of a model trained using data programming (DP), data program with a unipolar correction (DP-UI), and our approach (MeTaL).
| OntoNotes (NER) | TACRED (RE) | OpenI (Doc) | Average | |
|---|---|---|---|---|
| DP [28] | 78.4 ± 1.2 | 49.0 ± 2.7 | 75.8 ± 0.9 | 67.7 |
| DP-UI | 81.0 ± 1.2 | 54.2 ± 2.6 | 76.4 ± 0.5 | 70.5 |
| MeTaL | 82.2 ± 0.8 | 56.7 ± 2.1 | 76.6 ± 0.4 | 71.8 |
