dataset

active

dataset:likely-dataset

likely dataset

Nonfactual text where final token is either most or 100th most likely per LLaMA-13B; used to distinguish truth from text probability

Neighborhood — ranked by edge-count

Papers (1)

paper

The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets
introduces

Claims (1)

claim

LLMs linearly represent truth-relevant information beyond the plausibility of text, as evidenced by probes trained on likely performing poorly on anti-correlated datasets
supports
Establishes that the observed linear structure is not merely a representation of text probability