Image de couverture de livre

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, Shijing, Bouadjenek, Mohamed Reda, Jameel, Shoaib, Naseem, Usman, Suleiman, Basem, Salim, Flora D., Hacid, Hakim, Razzak, Imran
Format:	Preprint
Publié:	2025
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Enforcing Consistency and Fairness in Multi-level Hierarchical Classification with a Mask-based Output Layer
par: Chen, Shijing, et autres
Publié: (2025)

Long Context Modeling with Ranked Memory-Augmented Retrieval
par: Alselwi, Ghadir, et autres
Publié: (2025)

SVLA: A Unified Speech-Vision-Language Assistant with Multimodal Reasoning and Speech Generation
par: Huynh, Ngoc Dung, et autres
Publié: (2025)

SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset
par: Huynh, Ngoc Dung, et autres
Publié: (2024)

Visual question answering: from early developments to recent advances -- a survey
par: Huynh, Ngoc Dung, et autres
Publié: (2025)

Rolling Ball Optimizer: Learning by ironing out loss landscape wrinkles
par: Belgoumri, Mohammed Djameleddine, et autres
Publié: (2025)

From Uncertainty to Trust: Kernel Dropout for AI-Powered Medical Predictions
par: Azam, Ubaid, et autres
Publié: (2024)

BayesJudge: Bayesian Kernel Language Modelling with Confidence Uncertainty in Legal Judgment Prediction
par: Azam, Ubaid, et autres
Publié: (2024)

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA
par: Yang, Ruiyi, et autres
Publié: (2025)

Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval
par: Yang, Ruiyi, et autres
Publié: (2025)

Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages
par: Almutairi, Ali, et autres
Publié: (2025)

Training Machine Learning models at the Edge: A Survey
par: Khouas, Aymen Rayane, et autres
Publié: (2024)

Far From Sight, Far From Mind: Inverse Distance Weighting for Graph Federated Recommendation
par: Khouas, Aymen Rayane, et autres
Publié: (2025)

Data Quality in Edge Machine Learning: A State-of-the-Art Survey
par: Belgoumri, Mohammed Djameleddine, et autres
Publié: (2024)

Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning
par: Yang, Ruiyi, et autres
Publié: (2025)

Retinal Lipidomics Associations as Candidate Biomarkers for Cardiovascular Health
par: Inamullah, et autres
Publié: (2025)

The Eye as a Window to Systemic Health: A Survey of Retinal Imaging from Classical Techniques to Oculomics
par: Inamullah, et autres
Publié: (2025)

HIPPD: Brain-Inspired Hierarchical Information Processing for Personality Detection
par: Chen, Guanming, et autres
Publié: (2025)

SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering
par: Zhong, Kezhen, et autres
Publié: (2025)

IDoFew: Intermediate Training Using Dual-Clustering in Language Models for Few Labels Text Classification
par: Alsuhaibani, Abdullah, et autres
Publié: (2024)

Vulnerability Detection in Smart Contracts: A Comprehensive Survey
par: De Baets, Christopher, et autres
Publié: (2024)

NarrationDep: Narratives on Social Media For Automatic Depression Detection
par: Zogan, Hamad, et autres
Publié: (2024)

Mitigating Preference Leakage via Strict Estimator Separation for Normative Generative Ranking
par: Nahhas, Dalia, et autres
Publié: (2026)

Integrated Oculomics and Lipidomics Reveal Microvascular Metabolic Signatures Associated with Cardiovascular Health in a Healthy Cohort
par: Inamullah, et autres
Publié: (2025)

KeyKnowledgeRAG (K^2RAG): An Enhanced RAG method for improved LLM question-answering capabilities
par: Markondapatnaikuni, Hruday, et autres
Publié: (2025)

GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection
par: Shen, Lingzhi, et autres
Publié: (2024)

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification
par: Mohamed, Youssef, et autres
Publié: (2025)

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs
par: Mustafa, Akram, et autres
Publié: (2025)

Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection
par: Shen, Lingzhi, et autres
Publié: (2025)

CALM: Culturally Self-Aware Language Models
par: Shen, Lingzhi, et autres
Publié: (2026)

EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware Modelling
par: Shen, Lingzhi, et autres
Publié: (2025)

Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis
par: Uddin, Md. Ashraf, et autres
Publié: (2024)

BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics
par: Lin, Xiachong, et autres
Publié: (2024)

From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation
par: Zhang, Zhihao, et autres
Publié: (2025)

Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings
par: Hasan, Md. Arid, et autres
Publié: (2024)

Better to Ask in English: Evaluation of Large Language Models on English, Low-resource and Cross-Lingual Settings
par: Dey, Krishno, et autres
Publié: (2024)

MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs
par: Yang, Ruiyi, et autres
Publié: (2026)

LL4G: Self-Supervised Dynamic Optimization for Graph-Based Personality Detection
par: Shen, Lingzhi, et autres
Publié: (2025)

MissMecha: An All-in-One Python Package for Studying Missing Data Mechanisms
par: Zhou, Youran, et autres
Publié: (2025)

Developing robust methods to handle missing data in real-world applications effectively
par: Zhou, Youran, et autres
Publié: (2025)