Paper Citation Record · LEDGER

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization

As of 11 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2501.04858.

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

pith.paper-citation-record.v1
2501.04858 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:28:19.068007Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy7
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c673c992-5710-4785-a892-6415d11da931 · outbound

This paper cites Natural language processing,.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Natural language processing,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:18.969095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af16f566-5d9e-4c42-826f-b5b2c1c16b6c · outbound

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

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:18.974163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec5e986b-c3f2-4019-821f-3068493618b2 · outbound

This paper cites Large Language Models: A Survey.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Large Language Models: A Survey

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:18.979193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81e18e33-75c9-4f1d-90e0-512c7757d48f · outbound

This paper cites A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:18.984942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 077b28b2-5a22-452c-bc2a-260eb576b9dd · outbound

This paper cites PersianLLaMA: Towards Building First Persian Large Language Model.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization PersianLLaMA: Towards Building First Persian Large Language Model

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:18.989788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 366c7b05-6526-4855-97aa-c0fa17956d64 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:18.994819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86689cf9-f787-47aa-89ed-df6bb9137f48 · outbound

This paper cites PQuAD: A Persian question answering dataset,.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization PQuAD: A Persian question answering dataset,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:28:19.416419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c53db4c3-a0e9-4f49-957a-152be9b50fee · outbound

This paper cites Searching for Best Practices in Retrieval-Augmented Generation.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Searching for Best Practices in Retrieval-Augmented Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:19.005071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6782aecc-e328-40a2-9772-b44a66dc8004 · outbound

This paper cites Benchmarking large language models in retrieval- augmented generation,.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Benchmarking large language models in retrieval- augmented generation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:28:19.400819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 009ecd85-d40a-4b56-96d4-892ab8d04887 · outbound

This paper cites CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:19.014386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d828f03e-d545-49de-aa6f-58cb2bfabd0a · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Unsupervised Cross-lingual Representation Learning at Scale

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:19.018969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f24911c-2afb-46b6-85be-e616c88dc745 · outbound

This paper cites Deepspeed: System optimizations enable training deep learning models with over 100 billion parameters,.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Deepspeed: System optimizations enable training deep learning models with over 100 billion parameters,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:28:19.385039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 580e339b-f77f-456d-975a-d2c8316a8443 · outbound

This paper cites TookaBERT: A Step Forward for Persian NLU.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization TookaBERT: A Step Forward for Persian NLU

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:19.028498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a91a5543-5f4d-4b37-9770-5abded941bb7 · outbound

This paper cites AriaBERT: A Pre-trained Persian BERT Model for Natural Language Understanding,.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization AriaBERT: A Pre-trained Persian BERT Model for Natural Language Understanding,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:28:19.368311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7165d2a2-e3f4-4d06-b23e-757f3f15d018 · outbound

This paper cites Parsinlu: a suite of language understanding challenges for persian,.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Parsinlu: a suite of language understanding challenges for persian,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:28:19.352622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d535a8a0-1498-404c-aa3d-a2a02543f084 · outbound

This paper cites an unresolved cited work.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:28:19.336714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7dbca6fd-5d21-4373-b3ea-46dc4666a777 · outbound

This paper cites Language-agnostic BERT Sentence Embedding,.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Language-agnostic BERT Sentence Embedding,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:28:19.321242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e7130f07-814f-486c-a5dd-1e945dd3a9d6 · outbound

This paper cites Qwen2 Technical Report.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Qwen2 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:19.050354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91ad1237-edb7-469d-8d49-6e93b6c83af0 · outbound

This paper cites The Llama 3 Herd of Models.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization The Llama 3 Herd of Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:19.054847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79397f54-7842-45f0-864b-73a9b98592b2 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Gemma: Open Models Based on Gemini Research and Technology

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:19.059745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79d70ddf-ca72-4738-bd72-a3026f0d50e3 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization Gemma 2: Improving Open Language Models at a Practical Size

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:19.063756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084d567c-5f50-4b73-9e75-31029b86c518 · outbound

This paper cites RAGAs: Automated Evaluation of Retrieval Augmented Generation,.

Advancing Retrieval-Augmented Generation for Persian: Development of Language Models, Comprehensive Benchmarks, and Best Practices for Optimization RAGAs: Automated Evaluation of Retrieval Augmented Generation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:28:19.305197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.