Paper Citation Record · LEDGER

MarginSel : Max-Margin Demonstration Selection for LLMs

As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2506.06699.

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

pith.paper-citation-record.v1
2506.06699 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:59:16.330936Z

measured 20 of 20 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

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93c909d3-52c7-4c45-b382-8746d197e3d6 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

MarginSel : Max-Margin Demonstration Selection for LLMs Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:09.659446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26ee64b9-abda-491e-8ec0-0a022e7d188a · outbound

This paper cites Phi-4 Technical Report.

MarginSel : Max-Margin Demonstration Selection for LLMs Phi-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:09.797333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db2267b2-f154-495c-8a3d-e0b85d7c3f34 · outbound

This paper cites an unresolved cited work.

MarginSel : Max-Margin Demonstration Selection for LLMs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:09.924806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 246291bb-0a04-40a8-9f83-bba17549d870 · outbound

This paper cites an unresolved cited work.

MarginSel : Max-Margin Demonstration Selection for LLMs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:10.056633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7504ab06-2819-47bc-9fab-da2b6952ab55 · outbound

This paper cites Mistral 7B.

MarginSel : Max-Margin Demonstration Selection for LLMs Mistral 7B

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:10.123526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffdcc7ea-7c1c-411b-bf5b-de3de412a105 · outbound

This paper cites Diverse Demonstrations Improve In-context Compositional Generalization.

MarginSel : Max-Margin Demonstration Selection for LLMs Diverse Demonstrations Improve In-context Compositional Generalization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:10.256893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc4f570-d625-4869-b592-a6d1c9f419bf · outbound

This paper cites an unresolved cited work.

MarginSel : Max-Margin Demonstration Selection for LLMs Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:11.069798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2549fef4-07ff-4b8a-982a-7a9400f3bff6 · outbound

This paper cites an unresolved cited work.

MarginSel : Max-Margin Demonstration Selection for LLMs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:59:16.977235Z

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 d29d96b1-1b6e-4443-a13f-25d9904f8dcb · outbound

This paper cites Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning.

MarginSel : Max-Margin Demonstration Selection for LLMs Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:12.917956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1762d3c-515e-497e-af79-b3b1c3ad357d · outbound

This paper cites an unresolved cited work.

MarginSel : Max-Margin Demonstration Selection for LLMs Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:15.024797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ae06797-310c-428e-a673-f9c9915497a2 · outbound

This paper cites an unresolved cited work.

MarginSel : Max-Margin Demonstration Selection for LLMs Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:15.202361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e6409ad-9c43-43fd-a9c8-aefd1d932040 · outbound

This paper cites an unresolved cited work.

MarginSel : Max-Margin Demonstration Selection for LLMs Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:15.320063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36884e53-0a98-4dfd-af64-e38bed77290a · outbound

This paper cites an unresolved cited work.

MarginSel : Max-Margin Demonstration Selection for LLMs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:15.442961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e512beb-da31-457e-9498-9902e0f22675 · outbound

This paper cites Training Region-based Object Detectors with Online Hard Example Mining.

MarginSel : Max-Margin Demonstration Selection for LLMs Training Region-based Object Detectors with Online Hard Example Mining

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:15.550308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d908bdf9-bb3e-47fd-91e1-52746ff2a151 · outbound

This paper cites Manning, Andrew Ng, and Christopher Potts.

MarginSel : Max-Margin Demonstration Selection for LLMs Manning, Andrew Ng, and Christopher Potts

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:15.662809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c721d8-34c1-403f-8f30-7a4a22027b09 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MarginSel : Max-Margin Demonstration Selection for LLMs LLaMA: Open and Efficient Foundation Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:15.800607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb9a304-86d7-4b43-983c-022a6f236de8 · outbound

This paper cites an unresolved cited work.

MarginSel : Max-Margin Demonstration Selection for LLMs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:15.949965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97653cbe-c8ea-45b8-a0ff-c220345c658c · outbound

This paper cites Demonstration Selection for In-Context Learning via Reinforcement Learning.

MarginSel : Max-Margin Demonstration Selection for LLMs Demonstration Selection for In-Context Learning via Reinforcement Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:16.084462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1716d79e-ca25-46be-a95a-d0a8c048468f · outbound

This paper cites online" 'onlinestring :=.

MarginSel : Max-Margin Demonstration Selection for LLMs online" 'onlinestring :=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:16.205511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 274f60c2-94f7-48e4-a309-248c1bd28492 · outbound

This paper cites write newline.

MarginSel : Max-Margin Demonstration Selection for LLMs write newline

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:16.330936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.