Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 09:38

Progress Ratio Embeddings: An Impatience Signal for Robust Length Control in Neural Text Generation

Published:Dec 7, 2025 17:43
1 min read
ArXiv

Analysis

This article introduces a novel method, Progress Ratio Embeddings, to improve length control in neural text generation. The approach aims to provide an 'impatience signal' to the model, potentially leading to more controlled and robust outputs. The source is ArXiv, indicating it's a research paper.

Reference