Paper Citation Record · LEDGER

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection

As of 10 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2608.00207.

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

pith.paper-citation-record.v1
2608.00207 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:42:19.739751Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 237c0700-52c6-4f05-906d-8594563896aa · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:16.967645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fd2b6e4-9c91-4399-9a7f-6b82281f0029 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:17.004569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ce7d80b-29e9-4036-aac1-c5bfe473811e · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:17.011431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa67824b-4825-4cb3-bb0f-e6572406f04e · outbound

This paper cites Fanar: An Arabic-Centric Multimodal Generative AI Platform.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Fanar: An Arabic-Centric Multimodal Generative AI Platform

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:16.835599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 027116c8-8778-48e0-8634-3809c1cf8ae1 · outbound

This paper cites Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:16.888193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a93f1f6-7ccd-44d2-8773-4c8a34f15151 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:17.396537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 477b399c-7cfd-4001-b3db-0c29adfc6e1a · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:19.512007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3354df31-4cad-4f61-915e-b166bb8c27f2 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:19.653601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f55a4a39-e9e5-4db8-9bda-ced8c99de947 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:17.085909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e47f4871-df6d-49d5-afdf-b78c58ee06cc · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:17.244211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 933a360e-48e6-4c0d-b8a1-fba19e59c78f · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:17.548227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d46e840-9320-4b9c-9f5e-95a95a4f3f7e · outbound

This paper cites which is WRONG.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection which is WRONG

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:17.715923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b6292e8-7293-44fa-ba09-5d3d91b45424 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:17.818037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 607ee3d7-4f64-46df-86ac-f4a71d037eb5 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:17.984871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d51f4163-5298-4ad2-843e-5d29674b0e78 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:18.075914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7255fb0e-15da-431d-bbb6-a97ebb7b5ff0 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:18.160859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0f6dac3-3b05-4267-9b95-31ee68c1025e · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:18.250517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d9eb48-9ee5-4daa-bc30-c0b61ca7fa23 · outbound

This paper cites all of the above.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection all of the above

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:18.355920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b220d2d2-3991-4c8f-ac50-d342f94c4b70 · outbound

This paper cites Do NOT add, remove, or simplify medical content.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Do NOT add, remove, or simplify medical content

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:18.432113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0b35ef-ef63-45ce-8265-5bd5fd1f5ab1 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:18.532068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0947c025-5ee6-4ef0-9d16-3b3594813e2a · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:18.611760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a503332c-cd70-40ce-90d3-09fff7918c59 · outbound

This paper cites Would a real patient in a clinic actually say this sentence to their doctor, or does it sound like an MSA sentence wearing a dialectal costume?.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Would a real patient in a clinic actually say this sentence to their doctor, or does it sound like an MSA sentence wearing a dialectal costume?

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-04T00:42:18.673568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79bb27ce-54b2-4c31-a150-16cfaa77d80f · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:18.756753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f53e495-25fa-4d31-a02e-729d25e911b3 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:18.836555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfec6252-690c-4857-a416-fc16bef363a6 · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:18.982696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0be74a3-8c53-4ab4-8acd-b753e4a968de · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:19.063365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 892ea6ba-3630-4e11-a8bd-6315e698e76b · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:19.193828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 953752a3-d57c-4f01-aa1e-937a543febfa · outbound

This paper cites an unresolved cited work.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:19.359391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 449b07d8-7c7a-49e8-a9df-0fa3d75804b3 · outbound

This paper cites E Complete Results This appendix presents the complete per-model re- sults for the Short Answer Generation and Multi- T urn Clinical Dialogue tasks.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection E Complete Results This appendix presents the complete per-model re- sults for the Short Answer Generation and Multi- T urn Clinical Dialogue tasks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:19.739751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1d0517f-9d0b-41d0-a91d-50fd965dd537 · outbound

This paper cites Language Models are Few-Shot Learners.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Language Models are Few-Shot Learners

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:16.571454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28c61c70-c6bc-4069-a648-0e9fc5062854 · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:16.653870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a21de04-ed7d-412c-abde-edc35928a926 · outbound

This paper cites Large language models in healthcare and medical domain: A review.

Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection Large language models in healthcare and medical domain: A review

Reference 2506

Resolution: unresolved; no resolver link, observed 2026-08-04T00:42:16.780969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.