Pronoun Disambiguation Problem on PDP 2016 (test)
78.3AccuracyUDSSM-II
Evaluation results
| Method | Links | |
|---|---|---|
| UDSSM-IIensemble=true2019.04 | 78.3 | |
| UDSSM-Iensemble=true2019.04 | 76.7 | |
| UDSSM-Iensemble=false2019.04 | 75 | |
| UDSSM-IIensemble=false2019.04 | 75 | |
| Google Language Modelensemble=true2019.04 | 70 | |
| USSM + NKAM + 3 Knowledge BasesKnowledge Bases=32019.04 | 66.7 | |
| Google Language Modelensemble=false2019.04 | 60 | |
| Quan LiuSolver=NKAM, Knowledge source=CauseCom, Training source=Small Wikipedia2016.11 | 58.3 | |
| Quan Liu (WS Challenge 2016 - winner)2019.04 | 58.3 | |
| USSM + Cause-Effect + WordNet + ConceptNet Knowledge BasesKnowledge Bases=Cause-Effect, WordNet, ConceptNet2019.04 | 56.7 | |
| ELMo2019.04 | 56.7 | |
| USSM + Cause-Effect Knowledge BaseKnowledge Base=Cause-Effect2019.04 | 55 | |
| USSM + NKAM2019.04 | 53.3 | |
| Neural Knowledge Activated Method (NKAM)2019.04 | 51.7 | |
| Nicos Issak2016.11 | 48.3 | |
| Nicos Issak (WS Challenge 2016)2019.04 | 48.3 | |
| Unsupervised Semantic Similarity Method (USSM)2019.04 | 48.3 | |
| Patrick Dhondt2016.11 | 45 | |
| Patric Dhondt (WS Challenge 2016)2019.04 | 45 | |
| Co-reference Resolution Tool2019.04 | 41.7 | |
| Denis Robert2016.11 | 31.7 |