Pith. sign in

Any additional generated text is ignored

Confidence values are extracted using a deterministic parser that identifies the first valid percentage in the generated response, normalises it to the interval[0,1] · 2000 · arXiv 2000.5510

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it
read on arXiv browse 1 citing papers

fields

cs.CL 1

years

2026 1

verdicts

CONDITIONAL 1

representative citing papers

Future Confidence Distillation in Large Language Models

cs.CL · 2026-07-08 · conditional · novelty 5.0

Linear probes trained on pre-solution hidden states, supervised by post-solution correctness probe outputs, recover 32–66% of the calibration gap between pre- and post-solution confidence across five open-source LLMs.

citing papers explorer

Showing 1 of 1 citing paper.

  • Future Confidence Distillation in Large Language Models cs.CL · 2026-07-08 · conditional · none · ref 22

    Linear probes trained on pre-solution hidden states, supervised by post-solution correctness probe outputs, recover 32–66% of the calibration gap between pre- and post-solution confidence across five open-source LLMs.