Paper Citation Record · LEDGER

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components

As of 7 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2506.06339.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.06339 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:01:35.010254Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T14:22:37.152936Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T06:39:36.970038Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy9
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b0011c06-df3d-4d85-b2d1-ab30e87a3848 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:33.479439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5db28e15-eb6f-4e4f-8137-8d2be86530b7 · outbound

This paper cites Advances in neural information processing systems33, 9459–9474 (2020).

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Advances in neural information processing systems33, 9459–9474 (2020)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:01:37.080387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e5d05a7e-e3a9-426d-acf1-ef5e938fd0c5 · outbound

This paper cites Procedia Computer Science244, 296–307 (2024).

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Procedia Computer Science244, 296–307 (2024)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:01:36.907968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a83eac95-a7ed-43a4-9cb5-393c2caeba02 · outbound

This paper cites Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented Generation.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented Generation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:33.693029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d98bb61a-7251-4dbe-9218-935588772783 · outbound

This paper cites Communications of the ACM64(4), 72–81 (2021).

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Communications of the ACM64(4), 72–81 (2021)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:01:36.722208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6137fb2d-7a6e-4495-9f62-a7c3ac32ff47 · outbound

This paper cites Morgan & Claypool Publishers, ??? (2010).

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Morgan & Claypool Publishers, ??? (2010)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:01:36.578346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 275a6b48-c4a5-428b-b1ac-937b7a637e22 · outbound

This paper cites IEEE Transactions on Learning Technologies16(1), 112–125 (2023).

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components IEEE Transactions on Learning Technologies16(1), 112–125 (2023)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:01:36.429290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c9b3323-dbf0-40a4-b927-eb4d19b00bf6 · outbound

This paper cites Large Dual Encoders Are Generalizable Retrievers.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Large Dual Encoders Are Generalizable Retrievers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:33.927499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fdba37f-dbff-4c71-a276-807f70367c0f · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:34.002171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e20de8a9-37b1-4642-b07b-189a677cbec5 · outbound

This paper cites Pre-Training BERT on Arabic Tweets: Practical Considerations.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Pre-Training BERT on Arabic Tweets: Practical Considerations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:34.091422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcaa99fe-4436-4a6d-9e88-668c220cdb11 · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:34.202311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a33660a5-ee0d-4bc9-acb0-852de2b4e835 · outbound

This paper cites AraBERT: Transformer-based Model for Arabic Language Understanding.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components AraBERT: Transformer-based Model for Arabic Language Understanding

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:34.284144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8732df1-296d-4f06-b647-424b4a4bcbe6 · outbound

This paper cites Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:34.352474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0809f183-a346-41c6-af33-84531286f38f · outbound

This paper cites Transactions of the Association for Compu- tational Linguistics (2024).

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Transactions of the Association for Compu- tational Linguistics (2024)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:01:36.243115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2cc33411-e4bc-4c47-91b2-fdd5c203c6d8 · outbound

This paper cites In: Proceedings of the Fourth Arabic Natural Language Processing Workshop, pp.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components In: Proceedings of the Fourth Arabic Natural Language Processing Workshop, pp

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:01:36.087650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c7ad12b6-2eb4-4643-a263-12ac3401b864 · outbound

This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:34.548680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c39a51-fa05-447f-8032-3fd87c4fde34 · outbound

This paper cites Fixed points of the uncentered Hardy-Littlewood maximal operator.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Fixed points of the uncentered Hardy-Littlewood maximal operator

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T12:01:35.402441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c8ee665c-591a-4c8a-be56-6f45ac5f5390 · outbound

This paper cites In: International Conference of the Cross-Language Evaluation Forum for European Languages, pp.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components In: International Conference of the Cross-Language Evaluation Forum for European Languages, pp

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:01:35.906747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0060ce96-c340-48cc-abaf-cf53cc830de1 · outbound

This paper cites In: Proceedings of the 12th Language Resources and Evaluation Conference, pp.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components In: Proceedings of the 12th Language Resources and Evaluation Conference, pp

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:01:35.725889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 29bdfac1-7b3c-4130-b901-cd582f116165 · outbound

This paper cites Hamiltonian structure of reduced fluid models for plasmas obtained from a kinetic description.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Hamiltonian structure of reduced fluid models for plasmas obtained from a kinetic description

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T12:01:35.245353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88da54ba-ede1-4154-a570-4fc267fad2fa · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:35.010254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7b4ef013-f314-41d2-b58d-7dd188e53a1e · inbound

Evaluation of Small Language Models for Arabic Language Processing cites this paper.

Evaluation of Small Language Models for Arabic Language Processing Optimizing RAG Pipelines for Arabic: A Systematic Analysis of Core Components

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:39:36.971522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.