Paper Citation Record · LEDGER

From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2501.11877.

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

pith.paper-citation-record.v1
2501.11877 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:20:21.511962Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T23:06:50.253288Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 404abf7f-ff05-4921-a30e-012b6f11219f · inbound

Multilingual Test-Time Scaling via Initial Thought Transfer cites this paper.

Multilingual Test-Time Scaling via Initial Thought Transfer From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:20:21.511962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 003e7833-7a4e-4f5d-9beb-b36f26f2e32f · inbound

Detection, Classification, and Mitigation of Gender Bias in Large Language Models cites this paper.

Detection, Classification, and Mitigation of Gender Bias in Large Language Models From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:07.507835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 700d64f3-8551-4e27-b970-ba6321acecd4 · inbound

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs cites this paper.

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:58.843340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac02ce60-fad8-4221-a813-a20db1a9a42d · inbound

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future cites this paper.

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T23:06:50.259087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b5042fc9-5c2b-4edf-9eef-47b7a1dc899c · inbound

Efficient Reasoning on the Edge cites this paper.

Efficient Reasoning on the Edge From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning

Reference 82

Resolution: unresolved; no resolver link, observed 2026-07-13T23:28:12.790404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.