Honest Abstention Transfer in Small-Corpus Supervised Fine-Tuning: Measured Refusals, Not Invented Scores

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-07
DOI
https://doi.org/10.5281/zenodo.24025916
Primary Topic
Topic Modeling
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
preprint

Honest Abstention Transfer in Small-Corpus Supervised Fine-Tuning: Measured Refusals, Not Invented Scores

Stephen P. Lutar
2 links
Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
preprint

Honest Abstention Transfer in Small-Corpus Supervised Fine-Tuning: Measured Refusals, Not Invented Scores

Stephen P. Lutar
preprint en

Abstract

No abstract available for this paper.
Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Honest Abstention Transfer in Small-Corpus Supervised Fine-Tuning: Measured Refusals, Not Invented Scores — Stephen P. Lutar · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS