Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Botcazou, Ivanhoé, Amghar, Tassadit, Lamprier, Sylvain, Saubion, Frédéric
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Structural Deep Encoding for Table Question Answering
by: Mouravieff, Raphaël, et al.
Published: (2025)

Black-Box Combinatorial Optimization with Order-Invariant Reinforcement Learning
by: Goudet, Olivier, et al.
Published: (2025)

Stein Variational Black-Box Combinatorial Optimization
by: Landais, Thomas, et al.
Published: (2026)

Agentic Adversarial QA for Improving Domain-Specific LLMs
by: Grari, Vincent, et al.
Published: (2026)

Improving Citation Text Generation: Overcoming Limitations in Length Control
by: Mandal, Biswadip, et al.
Published: (2024)

PG-CE: A Progressive Generation Dataset with Constraint Enhancement for Controllable Text Generation
by: Zhuang, Yan, et al.
Published: (2025)

Robust AI-Generated Text Detection by Restricted Embeddings
by: Kuznetsov, Kristian, et al.
Published: (2024)

Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech
by: Battenberg, Eric, et al.
Published: (2024)

Ruri: Japanese General Text Embeddings
by: Tsukagoshi, Hayato, et al.
Published: (2024)

Bagging-Based Model Merging for Robust General Text Embeddings
by: Zhang, Hengran, et al.
Published: (2026)

Length Controlled Generation for Black-box LLMs
by: Gu, Yuxuan, et al.
Published: (2024)

LaPA$^2$: Length-Aware Prefix and Prompt Attention Augmentation for Long-Form Controllable Text Generation
by: Yang, Jiabing, et al.
Published: (2025)

Length-Aware Rotary Position Embedding for Text-Speech Alignment
by: Kim, Hyeongju, et al.
Published: (2025)

Is ChatGPT Involved in Texts? Measure the Polish Ratio to Detect ChatGPT-Generated Text
by: Yang, Lingyi, et al.
Published: (2023)

Sentence Smith: Controllable Edits for Evaluating Text Embeddings
by: Li, Hongji, et al.
Published: (2025)

Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor
by: Yu, Sangwon, et al.
Published: (2023)

A Survey on Recent Advances in Self-Organizing Maps
by: Guérin, Axel, et al.
Published: (2024)

CIE: Controlling Language Model Text Generations Using Continuous Signals
by: Samuel, Vinay, et al.
Published: (2025)

Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers
by: Gong, Linyuan, et al.
Published: (2023)

Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs
by: Hu, Yi, et al.
Published: (2025)

Text-as-Signal: Quantitative Semantic Scoring with Embeddings, Logprobs, and Noise Reduction
by: Moreira, Hugo
Published: (2026)

Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
by: Hua, Ermo, et al.
Published: (2024)

Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation
by: Shabalin, Alexander, et al.
Published: (2025)

From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MARKERGEN
by: Yuan, Peiwen, et al.
Published: (2025)

Prompt-Based Length Controlled Generation with Multiple Control Types
by: Jie, Renlong, et al.
Published: (2024)

Transformers Can Achieve Length Generalization But Not Robustly
by: Zhou, Yongchao, et al.
Published: (2024)

Extensible Embedding: A Flexible Multipler For LLM's Context Length
by: Shao, Ninglu, et al.
Published: (2024)

Making Sentence Embeddings Robust to User-Generated Content
by: Nishimwe, Lydia, et al.
Published: (2024)

Omni-Embed-Audio: Leveraging Multimodal LLMs for Robust Audio-Text Retrieval
by: Yoo, HaeJun, et al.
Published: (2026)

Controlled Diversity: Length-optimized Natural Language Generation
by: Schenke, Diana Marie, et al.
Published: (2025)

Unsupervised Text Embedding Space Generation Using Generative Adversarial Networks for Text Synthesis
by: Lee, Jun-Min, et al.
Published: (2023)

PTEB: Towards Robust Text Embedding Evaluation via Stochastic Paraphrasing at Evaluation Time with LLMs
by: Frank, Manuel, et al.
Published: (2025)

Conan-embedding: General Text Embedding with More and Better Negative Samples
by: Li, Shiyu, et al.
Published: (2024)

Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments
by: Ueda, Ryo, et al.
Published: (2023)

PR-CAD: Progressive Refinement for Unified Controllable and Faithful Text-to-CAD Generation with Large Language Models
by: An, Jiyuan, et al.
Published: (2026)

Text Simplification with Sentence Embeddings
by: Shardlow, Matthew
Published: (2025)

Text-to-SQL as Dual-State Reasoning: Integrating Adaptive Context and Progressive Generation
by: Hao, Zhifeng, et al.
Published: (2025)

Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs)
by: Mishra, Abhijit, et al.
Published: (2024)

Challenging Assumptions in Learning Generic Text Style Embeddings
by: Ostheimer, Phil, et al.
Published: (2025)

Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR
by: Liu, Fanfan, et al.
Published: (2026)