paper-0135 · paper · 2021
Nicholas Carlini et al.
LLMs memorize and can regurgitate training data.
Academic, score -0.2065
| Metric | Status | Value | Norm. | Weight | Contribution | Source | Confidence | Provenance |
|---|---|---|---|---|---|---|---|---|
| citation_count | present | 275.0 | 0.001233 | 0.5 | 0.000617 | OpenAlex | medium | link |
| library_holdings | missing | recorded as missing, penalized by rule, never imputed | −0.1 | recorded as missing; penalized by rule, never imputed | ||||
| readership_persistence | present | 6.0 | 0.357143 | 0.05 | 0.017857 | OpenAlex | low | link |
| syllabus_adoptions | missing | recorded as missing, penalized by rule, never imputed | −0.125 | recorded as missing; penalized by rule, never imputed | ||||
Broad Influence, score -0.0569
| Metric | Status | Value | Norm. | Weight | Contribution | Source | Confidence | Provenance |
|---|---|---|---|---|---|---|---|---|
| citation_count | present | 275.0 | 0.001233 | 0.2 | 0.000247 | OpenAlex | medium | link |
| library_holdings | missing | recorded as missing, penalized by rule, never imputed | −0.125 | recorded as missing; penalized by rule, never imputed | ||||
| readership_persistence | present | 6.0 | 0.357143 | 0.4 | 0.142857 | OpenAlex | low | link |
| syllabus_adoptions | missing | recorded as missing, penalized by rule, never imputed | −0.075 | recorded as missing; penalized by rule, never imputed | ||||
Governance Practitioner, score -0.2890
| Metric | Status | Value | Norm. | Weight | Contribution | Source | Confidence | Provenance |
|---|---|---|---|---|---|---|---|---|
| citation_count | present | 275.0 | 0.001233 | 0.25 | 0.000308 | OpenAlex | medium | link |
| library_holdings | missing | recorded as missing, penalized by rule, never imputed | −0.15 | recorded as missing; penalized by rule, never imputed | ||||
| readership_persistence | present | 6.0 | 0.357143 | 0.1 | 0.035714 | OpenAlex | low | link |
| syllabus_adoptions | missing | recorded as missing, penalized by rule, never imputed | −0.175 | recorded as missing; penalized by rule, never imputed | ||||
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