Paper Citation Record · LEDGER

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning

As of 18 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2606.10428.

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

pith.paper-citation-record.v1
2606.10428 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:43:28.622570Z

measured 15 of 15 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

15 of 15 outbound references displayed

verified exact2
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6b058e71-9640-4fc5-a5e7-adf718a458e7 · outbound

This paper cites InProceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 4232–4267.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning InProceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 4232–4267

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa67df3-c1f2-4245-bf16-af40ae23f4e9 · outbound

This paper cites InProceedings of the 2018 conference on empirical methods in natural language processing, pages 2475–2485.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning InProceedings of the 2018 conference on empirical methods in natural language processing, pages 2475–2485

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1deb6564-e235-43ab-ab79-ef5b3da8baf3 · outbound

This paper cites InProceedings of the 17th Interna- tional Conference on Computational Processing of Portuguese (PROPOR 2026)-Vol.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning InProceedings of the 17th Interna- tional Conference on Computational Processing of Portuguese (PROPOR 2026)-Vol

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56cd229d-3b38-447e-9435-d94031c28253 · outbound

This paper cites Edward J.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning Edward J

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:37:37.707153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b5d91519-7a88-4eda-b18d-3f9690aadfe8 · outbound

This paper cites parameter-efficient adaptation for low-resource african asr: A controlled study with whisper-small.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning parameter-efficient adaptation for low-resource african asr: A controlled study with whisper-small

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 150c4bcd-8cfb-4776-8f43-5cb188c4dfe0 · outbound

This paper cites InProceedings of the First Workshop on Challenges in Processing South Asian Languages (CHiPSAL 2025), pages 217–222.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning InProceedings of the First Workshop on Challenges in Processing South Asian Languages (CHiPSAL 2025), pages 217–222

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation add131a4-d3e8-4098-9acc-6744e9fd1757 · outbound

This paper cites What Causes Knowledge Loss in Multilingual Language Models?.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning What Causes Knowledge Loss in Multilingual Language Models?

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:37:37.701536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 004f155e-ea94-4404-9090-fc8146e5b8bf · outbound

This paper cites Continually adding new languages to multilingual language models.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning Continually adding new languages to multilingual language models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:37:37.704205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 63b025d5-2f14-479b-acd8-ab09940df388 · outbound

This paper cites InFindings of the Association for Compu- tational Linguistics ACL 2024, pages 2304–2317.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning InFindings of the Association for Compu- tational Linguistics ACL 2024, pages 2304–2317

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a30acc33-7363-4b95-af14-e8a8cdb9ac97 · outbound

This paper cites InFindings of the Association for Computational Linguistics: NAACL 2024, pages 1202–1228.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning InFindings of the Association for Computational Linguistics: NAACL 2024, pages 1202–1228

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9410cb-0d5a-4557-8995-78206881f242 · outbound

This paper cites InProceedings of the 2020 conference on empirical methods in natural language processing: system demonstrations, pages 38–45.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning InProceedings of the 2020 conference on empirical methods in natural language processing: system demonstrations, pages 38–45

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 374b9ed1-42e8-488b-8729-590ff1082475 · outbound

This paper cites Low-rank adaptation for foundation models: A comprehensive review.arXiv preprint arXiv:2501.00365.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning Low-rank adaptation for foundation models: A comprehensive review.arXiv preprint arXiv:2501.00365

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:37:37.710376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9df06a58-9752-434c-87c4-ce1328e784e6 · outbound

This paper cites A Languages For XNLI, we conducted our experiments on three distinct languages: Urdu, Swahili, and Hindi.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning A Languages For XNLI, we conducted our experiments on three distinct languages: Urdu, Swahili, and Hindi

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf7322fd-225a-49e4-879f-0f3aaec264ad · outbound

This paper cites All reported scores are derived from experiments using the 1% TL data ratio.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning All reported scores are derived from experiments using the 1% TL data ratio

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbbbf8fe-a046-42d1-96dd-f1b43c163baa · outbound

This paper cites We used PyTorch version 2.5.1 and CUDA 12.2.

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning We used PyTorch version 2.5.1 and CUDA 12.2

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T13:43:28.622570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.