Latest Articles for Text Processing

APT-Pipe automates prompt tuning for efficient text annotation using ChatGPT.

CompAgent improves image creation from text by breaking down complex prompts.

Introducing CLML: a consistent approach to multi-label learning.

RAPTOR improves how we retrieve and summarize information from complex texts.

M-RAAP optimizes video and text data pairing for improved search results.

Research shows how document structure improves NLP models' performance.

A method to enhance multi-label categorization in biomedical texts.

New method enhances reliability of model predictions in real-world applications.

A new method for efficient document ranking within budget limits.

Learn about CFGs and FSAs, their properties, and applications in programming and linguistics.

A system that helps users read text easily in AR.

A new method enhances the testing of visual entailment systems by focusing on object relationships.

This method enhances word embeddings by replacing non-biomedical synonyms, benefiting biomedical concepts.

A new method improves category discovery by combining visual and text information.

BAT-LZ offers faster access and efficient compression for large text files.

A new method to ensure JavaScript regex reliability and clarity.

AQS method provides precise summaries with less data requirement.

Innovative methods reduce space usage in pattern matching while ensuring performance.

Discover the latest text collections available for language modeling in Serbian and Serbo-Croatian.

A new method uses reinforcement learning for generating effective adversarial examples.

HILL improves hierarchical text classification by preserving data integrity and structure.

A method to rewrite texts while protecting individuals' privacy.

Methods to create accurate timelines from event annotations in texts.

This study examines LLMs as a cost-effective alternative for text classification.

New methods improve summarizing long texts across various fields.

A study of backreferences in regular expressions and their relation to formal languages.

This article explores the relationship between NMF and LDA in data analysis.

New method enhances learning in image-text models using composite examples.

This article discusses the need for better text data visualization tools.

New methods enhance machine understanding of Arabic through diacritics.

A new method improves summarization with limited training data.

A new evaluation measure improves model performance in multi-label classification tasks.

A new dataset to study label noise in text classification.

CompAct efficiently summarizes documents, improving question answering capabilities.

A new framework for verifying authorship with clear explanations.

Research reveals vulnerabilities in watermarking methods for AI-generated text.

Exploring how transformers analyze sentiments in text, such as movie reviews.

Analyzing the effectiveness of RAG and long-context LLMs in processing text.

Learn how CDS enhances string processing efficiency across various fields.

Learn about suffixient sets and their role in optimizing text searches.