Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2502.18746.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:34:24.975337Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 6761f935-4f6b-4abd-97c8-6a9572c0cc0d · inbound
Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities cites this paper.
Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:34:24.975337Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4dcdeb3-16a3-4900-9cbd-2100aea52cad · inbound
Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement cites this paper.
Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T09:35:18.295813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2032da09-7770-40bf-86b9-855996eb433e · inbound
Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions cites this paper.
Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T23:04:28.743488Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2418a0c1-86a5-4ba4-8ff1-96e6307f01b7 · inbound
Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction cites this paper.
Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-08T17:23:40.472259Z
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 c13b52ba-6800-4fe7-b30d-7020ae749ada · inbound
Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction cites this paper.
Self-Prompting Small Language Models for Privacy-Sensitive Clinical Information Extraction A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T00:05:09.463386Z
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.