pith. sign in

Title resolution pending

Jeffrey L · 1993 · DOI 10.1016/0010-0277(93)90058-4

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

1 Pith paper citing it
open at publisher browse 1 citing papers

Title metadata for this work has not finished resolving. The hub is built from the citation graph; the title resolver retries DOI and OpenAlex on its next pass.

fields

cs.CL 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

HRM-Text: Efficient Pretraining Beyond Scaling

cs.CL · 2026-05-20 · unverdicted · novelty 6.0

A 1B-parameter hierarchical recurrent model pretrained on 40B instruction-response tokens achieves 60.7% MMLU and strong results on ARC-C, DROP, GSM8K, and MATH while using 100-900x fewer tokens than standard baselines.

citing papers explorer

Showing 1 of 1 citing paper.

  • HRM-Text: Efficient Pretraining Beyond Scaling cs.CL · 2026-05-20 · unverdicted · none · ref 33

    A 1B-parameter hierarchical recurrent model pretrained on 40B instruction-response tokens achieves 60.7% MMLU and strong results on ARC-C, DROP, GSM8K, and MATH while using 100-900x fewer tokens than standard baselines.