Paper Citation Record · LEDGER

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models

As of 7 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2506.06180.

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

pith.paper-citation-record.v1
2506.06180 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:03:45.165815Z

measured 24 of 24 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 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

24 of 24 outbound references displayed

verified exact1
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 054294eb-1b56-40ea-aa04-e4c1304045b1 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:48.861014Z

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 4b24734a-7db8-4600-bada-008509bfaa5c · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:48.624943Z

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 e6c65cb8-6e68-4c3c-8907-1a9cc90345f0 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:48.345550Z

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 be99a21a-9212-47b3-833c-06a1451604a7 · outbound

This paper cites Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on Korean.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on Korean

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:43.370937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bee5e519-54fb-44e5-9d41-eaf0cf17dc3a · outbound

This paper cites The Llama 3 Herd of Models.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models The Llama 3 Herd of Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:43.460167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61afadc2-2d22-4a24-86a2-0187c71d2521 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:48.015958Z

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 6b31ba42-79b6-40be-91c9-552def7a51d4 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:47.644892Z

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 184f7d57-246e-4f77-a73d-942a9892ec8e · outbound

This paper cites Large Language Models Are Reasoning Teachers.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Large Language Models Are Reasoning Teachers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:43.714754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9872e0c-228a-486c-a557-9a0f99ecbbbb · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:43.827977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 882ca36a-935b-451e-974c-6e74c275230c · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:47.372953Z

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 acce36a7-8f9a-4377-a1e7-033abdf9e51d · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:46.990909Z

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 a4eb88a3-3ac9-4ae7-8297-bb9f40b8bade · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:46.665549Z

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 f93debd5-9034-4772-aeb9-9a6835c40b0e · outbound

This paper cites Teaching Small Language Models to Reason.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Teaching Small Language Models to Reason

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:44.241250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd990b93-8e27-422e-a6c2-555f942256d5 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:46.453180Z

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 f8bb91dc-1be0-4435-992f-02b102d32272 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:46.261119Z

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 03653a0a-a8f9-4921-9e93-61db01014597 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:46.097220Z

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 c5de0dd4-1ff2-4683-8b63-c2c2285e52af · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-07T06:03:45.318868Z

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 b8cb0775-5717-460f-b88f-cd00dae99d77 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:44.704674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29f96893-ab87-4a13-9600-d1c624411995 · outbound

This paper cites A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:44.775341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39c4ce40-a60f-44a4-8901-36eaf7c64a69 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:45.938283Z

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 afc268d1-aa04-40b0-b073-abccaaa41720 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:44.942741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 270d76ea-bf2c-457a-ac73-9cfa04d11bd8 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:03:45.765980Z

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 824a0719-f888-4e97-8a87-71de2663c6a5 · outbound

This paper cites an unresolved cited work.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:45.085542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fad4418-7641-4ef4-ad2f-7d40574699c8 · outbound

This paper cites Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B.

Detecting Voice Phishing with Precision: Fine-Tuning Small Language Models Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:45.165815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.