Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
The Importance of Directional Feedback for LLM-based Optimizers
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.16434.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:44:46.161194Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T02:16:15.791006Z
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 5ce20e2c-1bb9-4cd0-a7cd-000a3fb30499 · inbound
Language-Guided Tuning: Enhancing Numeric Optimization with Textual Feedback cites this paper.
Language-Guided Tuning: Enhancing Numeric Optimization with Textual Feedback The Importance of Directional Feedback for LLM-based Optimizers
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:44:46.161194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edf81fa1-9135-4cdc-b09c-01edf83309bc · inbound
RosettaSearch: Multi-Objective Inference-Time Search for Protein Sequence Design cites this paper.
RosettaSearch: Multi-Objective Inference-Time Search for Protein Sequence Design The Importance of Directional Feedback for LLM-based Optimizers
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:26:27.744852Z
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 02267531-ddc1-41ee-9540-4f0c71f0319a · inbound
Fin-Bias: Comprehensive Evaluation for LLM Decision-Making under human bias in Finance Domain cites this paper.
Fin-Bias: Comprehensive Evaluation for LLM Decision-Making under human bias in Finance Domain The Importance of Directional Feedback for LLM-based Optimizers
Reference 73
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T02:16:15.792604Z
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.