Paper Citation Record · LEDGER

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs

As of 18 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 0 inbound Pith citation observations for arXiv:2601.12494.

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

pith.paper-citation-record.v1
2601.12494 v3

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T09:50:08.593016Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

9 of 9 outbound references displayed

verified exact0
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5e3c6c4c-e7b6-48f2-b646-457ac6a6e976 · outbound

This paper cites an unresolved cited work.

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T09:50:07.948210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 740f0979-55e7-4dfa-abd2-f5bc85e83463 · outbound

This paper cites an unresolved cited work.

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T09:50:08.064520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11359966-c241-4ef5-a9b1-6f9926c44504 · outbound

This paper cites an unresolved cited work.

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T09:50:08.202380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28693aba-3a0d-48df-84c6-9750f611cb5e · outbound

This paper cites an unresolved cited work.

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T09:50:08.294090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b46db50-8951-4306-80e7-aafe7c95bad4 · outbound

This paper cites an unresolved cited work.

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T09:50:08.436917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09f6137f-1e7f-4eb2-b1c6-0a5bd6e3c973 · outbound

This paper cites "" USER_PROMPT_TEMPLATE =.

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs "" USER_PROMPT_TEMPLATE =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T09:50:08.593016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7e1e046-222a-4621-ab9a-5c9350763396 · outbound

This paper cites MUSAN: A Music, Speech, and Noise Corpus.

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs MUSAN: A Music, Speech, and Noise Corpus

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-03T09:50:07.737036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 493eccb4-5d79-4783-be35-105a162dbd9e · outbound

This paper cites "" USER_PROMPT_TEMPLATE =.

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs "" USER_PROMPT_TEMPLATE =

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-03T09:50:07.851448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d27185f-1579-4669-9cec-636ff68e906a · outbound

This paper cites Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE.

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T09:50:07.614272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.