Latest Articles for Text Generation

A new approach to pay for AI-generated text based on quality.

MultiSocial dataset aids in detecting machine-generated texts across 22 languages.

A new system enhances accuracy and reliability in text generation from RALMs.

A method to refine language models by reducing unwanted outputs during training.

A study highlighting weaknesses in language model evaluators and their impact on text quality assessments.

Research highlights how prompts affect AI-generated text detection accuracy.

Learn how inference-time algorithms enhance text generation performance.

New training methods enhance language models' ability to create detailed long texts.

Explore how temperature settings influence text generation in language models.

This article analyzes repetitive structures in text generated by language models.

This article presents a method that streamlines retrieval and text generation in NLP.

A new method improves user prompts for safer and more effective language model outputs.

Min-p sampling offers a promising approach to improve text generation.

A method to verify if LLM content is derived from copyrighted material.

A new approach to improve efficiency and speed in language models.

New methods enhance the trustworthiness of text generated by language models.

Research explores improving citation text generation using large language models.

A novel method enhances language model performance by addressing uncertainty in text generation.

This study examines watermarking methods for machine-generated text and their effectiveness against removal attacks.

Exploring grammar masking techniques to improve code generation accuracy.

A new model efficiently generates images and text together, fostering innovation.

Learn how automata theory enhances the performance of language models.

A new method to enhance the safety of language models with less effort.

A new method enhances watermarking without sacrificing text quality.

A new method enhances efficiency and quality in language model text generation.

This study focuses on generating citations with appropriate length for better quality.

Learn how Text Style Transfer changes text style while preserving meaning.

This article examines multi-prompt decoding to enhance text generation quality.

Strategies to improve trust and accuracy in language models.

Exploring the use of watermarks to tackle copyright issues in language models.

A new method enhances text generation speed and accuracy using smaller and larger models.

MBR decoding enhances text quality in generation tasks, surpassing traditional methods.

A new method enhances language model output control for varied audiences.

A look at semantic leakage and its impact on language model outputs.

This article examines how format bias affects language model performance and suggests improvement strategies.

SkyScript-100M transforms script generation for short dramas.

New methods enhance language models' efficiency in handling complex tasks.

A new approach to assessing how citations support statements in generated text.

Introducing CBF-LLM: a method for safer text generation in LLMs.

An overview of sampling methods for text generation.