Paper Citation Record · LEDGER

AutoHint: Automatic Prompt Optimization with Hint Generation

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2307.07415.

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

pith.paper-citation-record.v1
2307.07415 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:19:34.977087Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T11:39:47.090439Z

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 e7116de8-2f33-4d51-8430-0cfbd7a757eb · inbound

Direct Behavior Optimization: Unlocking the Potential of Lightweight LLMs cites this paper.

Direct Behavior Optimization: Unlocking the Potential of Lightweight LLMs AutoHint: Automatic Prompt Optimization with Hint Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:19:34.977087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f88595-abe3-4702-95aa-6edda6f4dc58 · inbound

PromptCOS: Towards Content-only System Prompt Copyright Auditing for LLMs cites this paper.

PromptCOS: Towards Content-only System Prompt Copyright Auditing for LLMs AutoHint: Automatic Prompt Optimization with Hint Generation

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:00:29.534266Z

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 04450d65-f699-4ef4-be94-99e2796f2567 · inbound

CRAFT: Cost-aware Refinement And Front-aware Tuning of Prompts cites this paper.

CRAFT: Cost-aware Refinement And Front-aware Tuning of Prompts AutoHint: Automatic Prompt Optimization with Hint Generation

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:46:46.406124Z

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 36fccc28-17b6-45ed-8e43-03105ef68d57 · inbound

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience cites this paper.

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience AutoHint: Automatic Prompt Optimization with Hint Generation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:48:21.399467Z

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 6ac21f10-339e-465b-962c-22cb0c00c319 · inbound

Towards Spec Learning: Inference-Time Alignment from Preference Pairs cites this paper.

Towards Spec Learning: Inference-Time Alignment from Preference Pairs AutoHint: Automatic Prompt Optimization with Hint Generation

Reference 95

Resolution: verified exact; arxiv_id, observed 2026-07-04T11:39:47.092438Z

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 bf3a1808-b28e-4e17-a817-4d8d0bb472f8 · inbound

Towards Spec Learning: Inference-Time Alignment from Preference Pairs cites this paper.

Towards Spec Learning: Inference-Time Alignment from Preference Pairs AutoHint: Automatic Prompt Optimization with Hint Generation

Reference 95

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:04:39.404438Z

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.