Latest Articles for Natural Language Processing

A framework to identify and reduce bias in textual data for fairer outcomes.

New framework enhances self-training models for better domain adaptation performance.

A new method enhances model adaptability in text classification.

Text2KGBench benchmarks language models for creating structured knowledge graphs from text.

Explore improvements in dialogue systems using dataflow dialogue generation techniques.

A survey of Spanish language models in clinical tasks and their performance.

A study on improving AI decision-making by analyzing human patterns.

A new metric enhances summary quality by addressing redundancy and multiple references.

Exploring softmax's impact on training large language models and recent advancements.

RaFormer reduces redundancy in video analysis for better question answering.

A look at how transformer models improve opinion mining in natural language processing.

This article discusses how self-correction enhances the reliability of language models.

A new quantum approach speeds up attention calculations in language models.

A new dataset improves how machines understand and generate language.

A new approach that combines speech with language models for improved translation.

A new approach improves efficiency in Vision-Language Pre-training tasks.

RecycleGPT speeds up text generation by reusing prior computations.

This article analyzes models for extracting causal relationships from text.

Enhancing model confidence to ensure reliable answers in educational contexts.

Introducing a dataset to keep language models informed about changes in definitions.

New methods enhance reasoning abilities in Natural Language Inference models.

RCMHA improves language modeling accuracy and efficiency with new techniques.

A new approach to querying diverse data using natural language.

A new model improves finding moments in videos through natural language queries.

A new framework for assessing speech translation quality and speed.

Introducing a framework that combines cloud memory with client models for fast writing assistance.

Sudowoodo generates lyrics by imitating existing works, helping songwriters find inspiration.

Developing a parser for Middle High German using limited resources and Modern German data.

A new method compares chatbot responses to expert answers for better evaluation.

Shepherd critiques language models, offering insights for better responses.

A look into the complexity of donkey sentences and their analysis.

Exploring GEC improvements using LLMs and data augmentation for Arabic.

Introducing a new model for better understanding of 3D environments through language.

CLASSLA-Stanza enhances linguistic tools for South Slavic languages.

A new method improves sign language translation accuracy using advanced language models.

A framework that enhances accuracy in open-domain question answering systems.

A new dataset addresses human judgment variability in semantic textual similarity.

A new approach improves simile detection through data augmentation and language modeling.

New methods boost efficiency in training text classification models across languages.

A new method improves text creation reflecting specific emotions efficiently.