Cover Image

QU-NLP at QIAS 2026: Multi-Stage QLoRA Fine-Tuning for Arabic Islamic Inheritance Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	AL-Smadi, Mohammad
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

QU-NLP at QIAS 2025 Shared Task: A Two-Phase LLM Fine-Tuning and Retrieval-Augmented Generation Approach for Islamic Inheritance Reasoning
by: AL-Smadi, Mohammad
Published: (2025)

QU-NLP at ArchEHR-QA 2026: Two-Stage QLoRA Fine-Tuning of Qwen3-4B for Patient-Oriented Clinical Question Answering and Evidence Sentence Alignment
by: AL-Smadi, Mohammad
Published: (2026)

QU-NLP at CheckThat! 2025: Multilingual Subjectivity in News Articles Detection using Feature-Augmented Transformer Models with Sequential Cross-Lingual Fine-Tuning
by: AL-Smadi, Mohammad
Published: (2025)

Internalizing Tool Knowledge in Small Language Models via QLoRA Fine-Tuning
by: Shemla, Yuval, et al.
Published: (2026)

CARE: A QLoRA-Fine Tuned Multi-Domain Chatbot With Fast Learning On Minimal Hardware
by: Dutta, Ankit, et al.
Published: (2025)

Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation
by: Ansari, Mohammad Shoaib, et al.
Published: (2025)

IntegrityAI at GenAI Detection Task 2: Detecting Machine-Generated Academic Essays in English and Arabic Using ELECTRA and Stylometry
by: AL-Smadi, Mohammad
Published: (2025)

Fine-Tuning Large Language Models with QLoRA for Offensive Language Detection in Roman Urdu-English Code-Mixed Text
by: Hussain, Nisar, et al.
Published: (2025)

Can Post-Training Quantization Benefit from an Additional QLoRA Integration?
by: Zhu, Xiliang, et al.
Published: (2025)

CVPD at QIAS 2025 Shared Task: An Efficient Encoder-Based Approach for Islamic Inheritance Reasoning
by: Bekhouche, Salah Eddine, et al.
Published: (2025)

Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding
by: Chen, Lung-Chuan, et al.
Published: (2024)

Speaker attribution in German parliamentary debates with QLoRA-adapted large language models
by: Bornheim, Tobias, et al.
Published: (2023)

Output Composability of QLoRA PEFT Modules for Plug-and-Play Attribute-Controlled Text Generation
by: Lorandi, Michela, et al.
Published: (2026)

Automated Detection of Dosing Errors in Clinical Trial Narratives: A Multi-Modal Feature Engineering Approach with LightGBM
by: AL-Smadi, Mohammad
Published: (2026)

Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach
by: Ni, Haowei, et al.
Published: (2024)

From Baselines to Preferences: A Comparative Study of LoRA/QLoRA and Preference Optimization for Mental Health Text Classification
by: Arcan, Mihael
Published: (2026)

Exploring Fact Memorization and Style Imitation in LLMs Using QLoRA: An Experimental Study and Quality Assessment Methods
by: Vyborov, Eugene, et al.
Published: (2024)

Adapting Large Language Models to a Low-Resource Agglutinative Language: A Comparative Study of LoRA and QLoRA for Bashkir
by: Arabov, Mullosharaf K., et al.
Published: (2026)

Zero-Shot Commonsense Validation and Reasoning with Large Language Models: An Evaluation on SemEval-2020 Task 4 Dataset
by: Alfugaha, Rawand, et al.
Published: (2025)

Benchmarking the Legal Reasoning of LLMs in Arabic Islamic Inheritance Cases
by: AlDahoul, Nouar, et al.
Published: (2025)

Parameter-Efficient Fine-Tuning for HAR: Integrating LoRA and QLoRA into Transformer Models
by: Seregina, Irina, et al.
Published: (2025)

Overcoming linguistic barriers in code assistants: creating a QLoRA adapter to improve support for Russian-language code writing instructions
by: Pronin, C. B., et al.
Published: (2024)

Profiling LoRA/QLoRA Fine-Tuning Efficiency on Consumer GPUs: An RTX 4060 Case Study
by: Avinash, MSR
Published: (2025)

LLaMA-XR: A Novel Framework for Radiology Report Generation using LLaMA and QLoRA Fine Tuning
by: Jahangir, Md. Zihad Bin, et al.
Published: (2025)

CVPD at QIAS 2026: RAG-Guided LLM Reasoning for Al-Mawarith Share Computation and Heir Allocation
by: Swaileh, Wassim, et al.
Published: (2026)

QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge Assessment
by: BOUCHEKIF, Abdessalam, et al.
Published: (2026)

Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering
by: Ahmad, Muhammad Abu, et al.
Published: (2025)

AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP
by: Hasanaath, Ahmed, et al.
Published: (2025)

Saudi-Dialect-ALLaM: LoRA Fine-Tuning for Dialectal Arabic Generation
by: Barmandah, Hassan
Published: (2025)

Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks
by: Hu, Jiacheng, et al.
Published: (2024)

Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques
by: Tami, Mohammad, et al.
Published: (2024)

Multi-Axis Trust Modeling for Interpretable Account Hijacking Detection
by: AL-Smadi, Mohammad
Published: (2026)

AraFinNLP 2024: The First Arabic Financial NLP Shared Task
by: Malaysha, Sanad, et al.
Published: (2024)

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning
by: Tzach, Yarden, et al.
Published: (2025)

Viz: A QLoRA-based Copyright Marketplace for Legally Compliant Generative AI
by: Sarkar, Dipankar
Published: (2023)

Efficient Telecom Specific LLM: TSLAM-Mini with QLoRA and Digital Twin Data
by: Ethiraj, Vignesh, et al.
Published: (2025)

Arabic-Nougat: Fine-Tuning Vision Transformers for Arabic OCR and Markdown Extraction
by: Rashad, Mohamed
Published: (2024)

L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning
by: Singh, Raul, et al.
Published: (2025)

Revisiting Common Assumptions about Arabic Dialects in NLP
by: Keleg, Amr, et al.
Published: (2025)

HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
by: Tian, Chunlin, et al.
Published: (2024)