Latest Articles for Language Models

Knowledge sanitization helps protect sensitive information in language models.

This study explores how captions and LLMs can help identify emotions in images.

This paper examines the limitations of in-context learning in language models.

A method for fine-tuning DebertaV3 to perform well in Brazilian Portuguese tasks.

A new framework enhances clarity in information retrieval using language models.

Bode is a language model designed to improve text understanding in Portuguese.

Introducing a method that measures answer quality at different detail levels.

This paper outlines methods for detecting misinformation using large language models.

CCoT prompts reduce response length while maintaining accuracy in large language models.

Research shows GPT-2 struggles with languages that defy human patterns.

ModaVerse simplifies how we transform and interpret various types of data.

This article introduces a new method to enhance translation of longer documents using mixed instructions.

SciGLM enhances AI's ability to tackle complex scientific problems.

MultiPLY enhances language models through interactive multisensory data processing in 3D environments.

A new method for generating synthetic preference data enhances reward models in reinforcement learning.

This research highlights challenges in aligning LLM outputs with human values.

Learn key techniques for crafting better prompts for large language models.

A comparison of ChatGPT and BERT in understanding word meaning shifts over time.

VoxtLM combines speech recognition, synthesis, text generation, and continuation in one model.

Analyzing GPT-NeoX and LLaMA models for materials science applications.

This study analyzes how language models handle familiar and unfamiliar topics.

A structured approach to integrate LLMs into planning tasks with external guidance.

A new method for better label projection in cross-lingual NLP.

This study assesses large language models' capabilities in complex planning scenarios.

A study on how ChatGPT uses language and vocabulary features.

A look into how MLLMs handle small details in images.

New method improves language models' ability to avoid unwanted topics.

A new framework helps analyze explanations from large language models effectively.

Research reveals significant biases in human and LLM evaluations of responses.

A study on mixing domain-specific adapters for improved AI performance.

A study reveals gaps in LLMs' understanding of logic rules compared to humans.

A new framework assesses how LLMs reason to answer complex questions.

A study on enhancing language model learning using minimal style changes in training data.

Study investigates how LLMs recall graphs compared to human memory.

A study on how language models process and understand complex linguistic tasks.

A novel method improves understanding of extensive video content.

Introducing a novel approach to rank language models without needing reference answers.

A study comparing how language models and humans approach deductive reasoning tasks.

A benchmark for assessing French biomedical language models.

Learn how language adapters improve models for new languages.