Detecting early-warning signals for conversational breakdown on CGA-Wiki ConvoKit release (test)
0.086Tau DerailVADER VAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VADER VARIndicator Type=Baseline (Variance trend), Window size (W)=52026.05 | 0.086 | 0.007 | 0.093 | 0.14 | |
| Lex. Div. AC1Indicator Type=Baseline (Lag-1 autocorrelation trend), Window size (W)=52026.05 | 0.081 | -0.061 | 0.001 | 0.29 | |
| q-hat CE VARIndicator Type=CSD indicator (Variance trend), Window size (W)=52026.05 | 0.055 | 0.019 | 0.434 | 0.06 | |
| Toxicity VARIndicator Type=Baseline (Variance trend), Window size (W)=5, Base model=toxic-bert2026.05 | 0.055 | 0.019 | 0.444 | 0.06 | |
| q-hat DA VARIndicator Type=CSD indicator (Variance trend), Window size (W)=52026.05 | -0.129 | -0.01 | 0.016 | 0.2 | |
| q-hat RM VARIndicator Type=CSD indicator (Variance trend), Window size (W)=52026.05 | -0.133 | -0.128 | 0.921 | 0.01 | |
| AMD VarIndicator Type=CSD indicator (Variance trend), Window size (W)=52026.05 | -0.2 | -0.054 | 0.001 | 0.26 | |
| Lex. Div. VARIndicator Type=Baseline (Variance trend), Window size (W)=52026.05 | -0.327 | -0.125 | 0.001 | 0.36 |