Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Self-Improving Customer Review Response Generation Based on LLMs
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.03845.
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 2026-08-05T05:44:47.082674Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T05:44:50.327638Z
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 e6eb4f0b-327d-46c1-b292-f4f139962357 · inbound
Do Large Language Models Need Intent? Revisiting Response Generation Strategies for Service Assistant cites this paper.
Do Large Language Models Need Intent? Revisiting Response Generation Strategies for Service Assistant Self-Improving Customer Review Response Generation Based on LLMs
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T05:44:50.409060Z
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 9d42fc58-ce66-45c0-ac3b-1a0165f858aa · inbound
Benchmarking and Learning Real-World Customer Service Dialogue cites this paper.
Benchmarking and Learning Real-World Customer Service Dialogue Self-Improving Customer Review Response Generation Based on LLMs
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:13:26.065179Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35b1648b-8734-42ce-a643-3bd79683766a · inbound
Enhancing LLMs through human feedback: a journey towards self-improvement cites this paper.
Enhancing LLMs through human feedback: a journey towards self-improvement Self-Improving Customer Review Response Generation Based on LLMs
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T02:23:46.480403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.