Optimized Quran Passage Retrieval Using an Expanded QA Dataset and Fine-Tuned Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Basem, Mohamed, Oshallah, Islam, Hikal, Baraa, Hamdi, Ali, Mohamed, Ammar |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Cross-Language Approach for Quranic QA
by: Oshallah, Islam, et al.
Published: (2025)
by: Oshallah, Islam, et al.
Published: (2025)
Few-Shot Prompting for Extractive Quranic QA with Instruction-Tuned LLMs
by: Basem, Mohamed, et al.
Published: (2025)
by: Basem, Mohamed, et al.
Published: (2025)
Two-Stage Quranic QA via Ensemble Retrieval and Instruction-Tuned Answer Extraction
by: Basem, Mohamed, et al.
Published: (2025)
by: Basem, Mohamed, et al.
Published: (2025)
MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors
by: Hikal, Baraa, et al.
Published: (2025)
by: Hikal, Baraa, et al.
Published: (2025)
ArabicaQA: A Comprehensive Dataset for Arabic Question Answering
by: Abdallah, Abdelrahman, et al.
Published: (2024)
by: Abdallah, Abdelrahman, et al.
Published: (2024)
Improve Dense Passage Retrieval with Entailment Tuning
by: Dai, Lu, et al.
Published: (2024)
by: Dai, Lu, et al.
Published: (2024)
Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models
by: Wu, Xuyang, et al.
Published: (2024)
by: Wu, Xuyang, et al.
Published: (2024)
Dense Passage Retrieval: Is it Retrieving?
by: Reichman, Benjamin, et al.
Published: (2024)
by: Reichman, Benjamin, et al.
Published: (2024)
When Fine-Tuning Fails: Lessons from MS MARCO Passage Ranking
by: Pande, Manu, et al.
Published: (2025)
by: Pande, Manu, et al.
Published: (2025)
Few-Shot Optimized Framework for Hallucination Detection in Resource-Limited NLP Systems
by: Hikal, Baraa, et al.
Published: (2025)
by: Hikal, Baraa, et al.
Published: (2025)
Cohort Retrieval using Dense Passage Retrieval
by: Jadhav, Pranav
Published: (2025)
by: Jadhav, Pranav
Published: (2025)
Grounding Arabic LLMs in the Doha Historical Dictionary: Retrieval-Augmented Understanding of Quran and Hadith
by: Eltanbouly, Somaya, et al.
Published: (2026)
by: Eltanbouly, Somaya, et al.
Published: (2026)
Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering
by: Rybak, Piotr, et al.
Published: (2023)
by: Rybak, Piotr, et al.
Published: (2023)
DAPR: A Benchmark on Document-Aware Passage Retrieval
by: Wang, Kexin, et al.
Published: (2023)
by: Wang, Kexin, et al.
Published: (2023)
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
by: Xu, Yongxin, et al.
Published: (2024)
by: Xu, Yongxin, et al.
Published: (2024)
XProvence: Zero-Cost Multilingual Context Pruning for Retrieval-Augmented Generation
by: Mohamed, Youssef, et al.
Published: (2026)
by: Mohamed, Youssef, et al.
Published: (2026)
Is It Novel and Why? Fine-Grained Patent Novelty Prediction Based on Passage Retrieval
by: Knappich, Valentin, et al.
Published: (2026)
by: Knappich, Valentin, et al.
Published: (2026)
TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions
by: Abdallah, Abdelrahman, et al.
Published: (2025)
by: Abdallah, Abdelrahman, et al.
Published: (2025)
REFINE on Scarce Data: Retrieval Enhancement through Fine-Tuning via Model Fusion of Embedding Models
by: Gupta, Ambuje, et al.
Published: (2024)
by: Gupta, Ambuje, et al.
Published: (2024)
WebFAQ 2.0: A Multilingual QA Dataset with Mined Hard Negatives for Dense Retrieval
by: Dinzinger, Michael, et al.
Published: (2026)
by: Dinzinger, Michael, et al.
Published: (2026)
CRAFT: Training-Free Cascaded Retrieval for Tabular QA
by: Singh, Adarsh, et al.
Published: (2025)
by: Singh, Adarsh, et al.
Published: (2025)
Enhancing Retrieval in QA Systems with Derived Feature Association
by: Shah, Keyush, et al.
Published: (2024)
by: Shah, Keyush, et al.
Published: (2024)
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models
by: Liu, Qi, et al.
Published: (2024)
by: Liu, Qi, et al.
Published: (2024)
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models
by: Huang, Chao-Wei, et al.
Published: (2024)
by: Huang, Chao-Wei, et al.
Published: (2024)
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval
by: Ma, Guangyuan, et al.
Published: (2024)
by: Ma, Guangyuan, et al.
Published: (2024)
Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility Scores
by: Mozafari, Jamshid, et al.
Published: (2025)
by: Mozafari, Jamshid, et al.
Published: (2025)
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes
by: Aqib, Mohammad, et al.
Published: (2025)
by: Aqib, Mohammad, et al.
Published: (2025)
MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection
by: Hikal, Baraa, et al.
Published: (2025)
by: Hikal, Baraa, et al.
Published: (2025)
Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval
by: Wei, Yubai, et al.
Published: (2025)
by: Wei, Yubai, et al.
Published: (2025)
Spectral Tempering for Embedding Compression in Dense Passage Retrieval
by: Li, Yongkang, et al.
Published: (2026)
by: Li, Yongkang, et al.
Published: (2026)
Enhancing Medical Support in the Arabic Language Through Personalized ChatGPT Assistance
by: Issa, Mohamed, et al.
Published: (2024)
by: Issa, Mohamed, et al.
Published: (2024)
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation
by: Salemi, Alireza, et al.
Published: (2024)
by: Salemi, Alireza, et al.
Published: (2024)
Neural at ArchEHR-QA 2026: One Method Fits All: Unified Prompt Optimization for Clinical QA over EHRs
by: Majeedi, Abrar, et al.
Published: (2026)
by: Majeedi, Abrar, et al.
Published: (2026)
LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval
by: Ahmadi, Narges Baba, et al.
Published: (2026)
by: Ahmadi, Narges Baba, et al.
Published: (2026)
Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models
by: Cong, Youan, et al.
Published: (2024)
by: Cong, Youan, et al.
Published: (2024)
Data-Driven Function Calling Improvements in Large Language Model for Online Financial QA
by: Tang, Xing, et al.
Published: (2026)
by: Tang, Xing, et al.
Published: (2026)
TA-Mem: Tool-Augmented Autonomous Memory Retrieval for LLM in Long-Term Conversational QA
by: Yuan, Mengwei, et al.
Published: (2026)
by: Yuan, Mengwei, et al.
Published: (2026)
RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG
by: Roy, Rishiraj Saha, et al.
Published: (2024)
by: Roy, Rishiraj Saha, et al.
Published: (2024)
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems
by: Roy, Soham, et al.
Published: (2025)
by: Roy, Soham, et al.
Published: (2025)
ArchSeek: Retrieving Architectural Case Studies Using Vision-Language Models
by: Li, Danrui, et al.
Published: (2025)
by: Li, Danrui, et al.
Published: (2025)
Similar Items
-
Cross-Language Approach for Quranic QA
by: Oshallah, Islam, et al.
Published: (2025) -
Few-Shot Prompting for Extractive Quranic QA with Instruction-Tuned LLMs
by: Basem, Mohamed, et al.
Published: (2025) -
Two-Stage Quranic QA via Ensemble Retrieval and Instruction-Tuned Answer Extraction
by: Basem, Mohamed, et al.
Published: (2025) -
MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors
by: Hikal, Baraa, et al.
Published: (2025) -
ArabicaQA: A Comprehensive Dataset for Arabic Question Answering
by: Abdallah, Abdelrahman, et al.
Published: (2024)