Advances in Explainability, Agents, and Large Language Models

First International Workshop on Causality, Agents and Large Models, CALM 2024, Kyoto, Japan, November 18–19, 2024, Proceedings

AvYazan Mualla,Liuwen Yu

Häftad, Engelska, 2025

Del 2471 i serien Communications in Computer and Information Science

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Beskrivning

This book constitutes the refereed proceedings of the First International Workshop on Advances in explainability, agents, and large language models, CALM 2024, held in Kyoto, Japan, during November 18–19, 2024. The 7 full papers and 1 short paper presented in this book were carefully reviewed and selected from 17 submissions.

Produktinformation

Utgivningsdatum:2025-04-25
Mått:155 x 235 x 8 mm
Vikt:224 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:127
Förlag:Springer International Publishing AG
ISBN:9783031891021

Utforska kategorier

Systemvetenskap och AI inom Data och IT

Innehållsförteckning

.- Enhancing Personalized Nutrition: A Hybrid Intelligence Approach with LLM-Powered Meal Planning..- Generating Explanations for Molecular Property Predictions in Graph Neural Networks..- Balancing (Normative) Reasons for the Intelligent Human-input-based Blockchain Oracle..- Feature Generation Using LLMs: An Evolutionary Algorithm Approach..- Augmenting Dark Patterns Text Data by Leveraging Large Language Models: a Multi-Agent Framework and Parameter-Efficient Fine-Tuning..- Assessing the Robustness of LLMs in Predicting Supports and Attacks..- Enhancing accuracy and explainability in anomaly classification with large language models..- Agent-Based Hate Speech Moderation Approach.