Latest Articles for Language Processing

A new framework converts MEG signals into meaningful text, aiding communication technology.

A new framework improves detecting harmful language in online spaces.

A new approach to improve user-specific experiences in language models.

Examining how language models can help identify Alzheimer's disease early.

A new method to improve attention mechanisms in complex data processing.

Exploring the self-correction processes in language models and their effects.

Exploring how LLMs use reasoning to tackle complex tasks.

New methods aim to enhance reasoning capabilities in language models.

Conditional finetuning helps language models retain knowledge and reduce bias during training.

This study examines how language models perform language tasks similar to humans.

Explore how LLMs perform addition using unique mathematical techniques.

This article examines if language models possess beliefs and follow coherence norms.

SPAC offers a new way to enhance language model responses.

An analysis of Transformers' struggles with counting and copying tasks.

A new method to assess commonsense reasoning in AI models through open-ended tasks.

This article explores improvements in sparse autoencoders and their impact on language understanding.

Research seeks to improve how LLMs handle misleading information.

A new framework enhances self-training for large language models using guided reasoning.

This article examines how language models create and relate concepts to understanding.

A novel method improves detection of AI-generated content without access to model data.

A new method reveals insights into how text-to-image models generate images.

This study examines how reading abilities affect language processing and comprehension.

This study examines how structural priming affects language models and human behavior.

Bayesian prompting improves language models' reasoning and uncertainty handling.

Analyzing existing models reveals insights into language model performance trends as size increases.

Discover how computational morphology aids in understanding language better.

mHuBERT-147 processes speech in multiple languages efficiently.

A new approach enhances translation speed and accuracy through dynamic retrieval techniques.

A toolkit for assessing the safety of advanced language models.

A new model improves how robots understand their environment in 3D.

Research on enhancing language models' efficiency using linear attention and speculative decoding.

This article presents a method to enhance document-level translation using large language models.

DARA improves language agents' question handling using knowledge graphs.

Methods to enhance translation quality in large language models.

mOSCAR provides a multilingual dataset for improved AI understanding of text and images.

A new approach enhances translation quality by teaching models to reflect on their outputs.

This article investigates gender bias in language models used for depression evaluation.

Learn how preference feedback shapes better language model outputs.

A study on neuron activation across languages and tasks in multilingual models.

New test CoTempQA improves understanding of events in language models.