Paper Citation Record · LEDGER

Efficient Strategy for Improving Large Language Model (LLM) Capabilities

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2508.04073.

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

pith.paper-citation-record.v1
2508.04073 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:56:59.884491Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

25 of 25 outbound references displayed

verified exact0
verified fuzzy1
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f27009ac-7742-4257-9757-9f7dc78e232a · outbound

This paper cites Master's thesis, Universidad Nacional de Colombia (2025).

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Master's thesis, Universidad Nacional de Colombia (2025)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:02.948826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad244dd6-b73c-4ce3-9ac5-2bbfd94b0dea · outbound

This paper cites Large Language Models: A Survey.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Large Language Models: A Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:56:58.313820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f4ae04-d580-45a6-a5c5-7ece848c8c73 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:02.697740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1d6ca176-8132-4e80-8436-12c6be74f3ab · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:02.502982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e6428584-ed01-4f09-a275-4772a2ce6964 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:02.333768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e70e13bb-93cc-48fd-be85-04e0e24076a2 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:02.230729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9fa0f4b1-944c-4abf-9ddd-285f122a0fb1 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:02.113582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 411fdc30-d61b-4dac-8354-13e2a789af52 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:01.987194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f39b1ba-967c-4f4a-9eb5-55ebf9b8ac66 · outbound

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

Efficient Strategy for Improving Large Language Model (LLM) Capabilities LoRA: Low-Rank Adaptation of Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T00:56:58.896299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6de80780-0e29-47ec-a27c-212c6feaa219 · outbound

This paper cites arXiv preprint arXiv:2407.11511 (2024).

Efficient Strategy for Improving Large Language Model (LLM) Capabilities arXiv preprint arXiv:2407.11511 (2024)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:56:58.960590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e412e29-e72d-41f2-98d7-ffc582e648f8 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:01.844187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd40145e-1e1f-4271-a98d-728db71f2884 · outbound

This paper cites BiLLM: Pushing the Limit of Post-Training Quantization for LLMs.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:56:59.083069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60d1d810-baa8-4fb8-96ce-5095bab5c02e · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:01.680709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ac3171d-1a45-4774-aca2-38cf1aedc711 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T00:56:59.224998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd707ad1-77b9-456f-940c-3e9054123f8d · outbound

This paper cites o3-mini vs DeepSeek-R1: Which One is Safer?.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities o3-mini vs DeepSeek-R1: Which One is Safer?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T00:56:59.290519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3990b96-7e8a-404c-93d8-f91848749a9f · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:01.561428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b782f94d-8146-4edc-a00c-2eb442269ba2 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:01.422968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 762308d8-955e-47f4-8f7e-2977344a0ee7 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:01.309653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1374b256-b87d-4fbd-9dd7-e71893dcf350 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:01.157777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation daaf6e8f-dab2-47c9-b414-de0ed12579bf · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:00.965334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cae27ca6-72e8-41b3-950e-036f616f0038 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:00.797427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5785e0d2-ef9b-4729-acd0-009fb46a1a50 · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:00.696818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de9d64ea-a595-4b9c-92b8-a81aaa5b82cf · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:00.541541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a6a0603c-635c-45fb-89e3-d09a8bedd3dd · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:00.422571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 93ba3137-1942-4844-8aae-33e8f474d16f · outbound

This paper cites an unresolved cited work.

Efficient Strategy for Improving Large Language Model (LLM) Capabilities Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:00.287447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.