Imagen de Portada

A Comparative Study of Controlled Text Generation Systems Using Level-Playing-Field Evaluation Principles

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Lorandi, Michela, Belz, Anya
Formato:	Preprint
Publicado:	2026
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Output Composability of QLoRA PEFT Modules for Plug-and-Play Attribute-Controlled Text Generation
por: Lorandi, Michela, et al.
Publicado: (2026)

Reproducing the Metric-Based Evaluation of a Set of Controllable Text Generation Techniques
por: Lorandi, Michela, et al.
Publicado: (2024)

High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models
por: Lorandi, Michela, et al.
Publicado: (2024)

Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning
por: Pronesti, Massimiliano, et al.
Publicado: (2025)

QRA++: Quantified Reproducibility Assessment for Common Types of Results in Natural Language Processing
por: Belz, Anya
Publicado: (2025)

HEDS 3.0: The Human Evaluation Data Sheet Version 3.0
por: Belz, Anya, et al.
Publicado: (2024)

Induction Signatures Are Not Enough: A Matched-Compute Study of Load-Bearing Structure in In-Context Learning
por: Sabry, Mohammed, et al.
Publicado: (2025)

The QCET Taxonomy of Standard Quality Criterion Names and Definitions for the Evaluation of NLP Systems
por: Belz, Anya, et al.
Publicado: (2025)

Budgeted LoRA: Distillation as Structured Compute Allocation for Efficient Inference
por: Sabry, Mohammed, et al.
Publicado: (2026)

Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods
por: Sabry, Mohammed, et al.
Publicado: (2024)

News is More than a Collection of Facts: Moral Frame Preserving News Summarization
por: Liscio, Enrico, et al.
Publicado: (2025)

Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning
por: Pronesti, Massimiliano, et al.
Publicado: (2026)

Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies
por: Pronesti, Massimiliano, et al.
Publicado: (2025)

Comparative Evaluation of Machine Translation Systems on Images with Text
por: Puchol, Blai, et al.
Publicado: (2026)

Plug and Play with Prompts: A Prompt Tuning Approach for Controlling Text Generation
por: Ajwani, Rohan Deepak, et al.
Publicado: (2024)

A Comparative Study of Quality Evaluation Methods for Text Summarization
por: Nguyen, Huyen, et al.
Publicado: (2024)

Creation of a Numerical Scoring System to Objectively Measure and Compare the Level of Rhetoric in Arabic Texts: A Feasibility Study, and A Working Prototype
por: Marathe, Mandar
Publicado: (2025)

Evaluating Large Language Models for Diacritic Restoration in Romanian Texts: A Comparative Study
por: Nadas, Mihai, et al.
Publicado: (2025)

A Comparative Study of Decoding Strategies in Medical Text Generation
por: Presacan, Oriana, et al.
Publicado: (2025)

Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs
por: Zhou, Shang, et al.
Publicado: (2024)

LLMs vs. Chinese Anime Enthusiasts: A Comparative Study on Emotionally Supportive Role-Playing
por: Qiu, Lanlan, et al.
Publicado: (2025)

Facet-Level Persona Control by Trait-Activated Routing with Contrastive SAE for Role-Playing LLMs
por: Tang, Wenqiu, et al.
Publicado: (2026)

Evaluating Prompt Engineering Strategies for Sentiment Control in AI-Generated Texts
por: Sahler, Kerstin, et al.
Publicado: (2026)

Noise Steering for Controlled Text Generation: Improving Diversity and Reading-Level Fidelity in Arabic Educational Story Generation
por: Khalid, Haziq Mohammad, et al.
Publicado: (2026)

Irony Detection in Urdu Text: A Comparative Study Using Machine Learning Models and Large Language Models
por: Ahmad, Fiaz, et al.
Publicado: (2025)

Robust Detection of LLM-Generated Text: A Comparative Analysis
por: Su, Yongye, et al.
Publicado: (2024)

Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation
por: Teja, Lekkala Sai, et al.
Publicado: (2025)

Can Prompt Modifiers Control Bias? A Comparative Analysis of Text-to-Image Generative Models
por: Shin, Philip Wootaek, et al.
Publicado: (2024)

DynSess: Dynamic Session-Level Evaluation and Optimization Framework for Role-Playing Agents
por: Zhang, Rongsheng, et al.
Publicado: (2026)

Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics
por: Zhang, Weijia, et al.
Publicado: (2024)

CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
por: Wang, Lei, et al.
Publicado: (2024)

Harnessing the Plug-and-Play Controller by Prompting
por: Wang, Hao, et al.
Publicado: (2024)

Input Matters: Evaluating Input Structure's Impact on LLM Summaries of Sports Play-by-Play
por: Sundararajan, Barkavi, et al.
Publicado: (2025)

Modeling Comparative Logical Relation with Contrastive Learning for Text Generation
por: Dan, Yuhao, et al.
Publicado: (2024)

A Text-To-Text Alignment Algorithm for Better Evaluation of Modern Speech Recognition Systems
por: Borgholt, Lasse, et al.
Publicado: (2025)

FAID: Fine-Grained AI-Generated Text Detection Using Multi-Task Auxiliary and Multi-Level Contrastive Learning
por: Ta, Minh Ngoc, et al.
Publicado: (2025)

Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text
por: Adilazuarda, Muhammad Farid
Publicado: (2023)

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

Principled Gradient-based Markov Chain Monte Carlo for Text Generation
por: Du, Li, et al.
Publicado: (2023)

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