Latest Articles for LLMs

Understanding how persona shapes interactions with conversational agents in various fields.

Training open-source LLMs enhances optimization modeling for industry applications.

Explore how text embeddings shape language processing and improve machine understanding.

New framework improves answer quality in programming communities.

Introducing ToCa, a method to create captions using only text data.

A novel method combines language models and knowledge graphs to improve robot safety.

KALM4Rec enhances recommendations for new users using keyword-driven methods.

A new approach to streamline eDiscovery using graph methods and language models.

This article examines a new way to create algorithms with LLMs.

A new method improves search engine query suggestions using advanced language models.

AI tools enhance student reflection and improve learning outcomes.

This study compares LLMs integrated with various symbolic solvers for logical reasoning tasks.

New methods enhance language model outputs while maintaining grammar rules.

A new system improves serving large language models across various GPU configurations.

This research examines how human beliefs shape LLM evaluations and deployments.

A new approach using LLMs to create distractors with minimal human input.

This article examines popularity bias in recommendation systems and how LLMs can help.

This paper presents a new approach to enhance KGQA performance using GNNs and LLMs.

Introducing open grounded planning to improve real-world task execution.

A method to create clear text representations using yes/no questions.

A new method enhances event resolution by combining language models for better accuracy.

A new system for assessing language models using real-world data streams.

A study compares empathetic responses of language models and humans.

This article examines how LLMs understand human beliefs and feelings.

Using AI to automate vectorization, enhancing code efficiency and correctness.

Jamming attacks can disrupt retrieval-augmented generation systems by blocking responses.

This study examines how social perceptions affect student interactions with LLMs in programming courses.

LogBatcher simplifies log parsing using large language models without prior training.

A new benchmark tests LLMs' ability to find software vulnerabilities.

Exploring how machines detect opinions in social media posts.

A look into how LLMs tackle programming by example challenges.

Assessing LLMs' role in improving structured representation of scientific papers.

A new method improves processing of text-rich graphs for better insights.

Investigating how LLM predictions align with human choices using statistical modeling.

This article explores using AI to improve multi-objective optimization processes.

Evaluating risks of biased outcomes in robots using language models.

SciEx reveals strengths and challenges of LLMs in scientific evaluation.

This study evaluates how LLMs can enhance mutation testing in software development.

A new benchmark tests LLMs' abilities with structured data formats.

This paper investigates the False Consensus Effect in large language models.