Pith. sign in

Paper Citation Record · LEDGER

Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2406.08477.

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

pith.paper-citation-record.v1
2406.08477 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:31:03.725411Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T14:11:04.645989Z

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 d571ed04-5fd1-4c3c-bbf8-9be8b37d6212 · inbound

Harnessing Large Language Models for Group POI Recommendations cites this paper.

Harnessing Large Language Models for Group POI Recommendations Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T16:31:03.725411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:31:03.725411Z digest=sha256:7c365402cd3ac042f957fd15943eef030310fa5760e91125fe63c3363faeabae

Observation 60d8d088-488e-46e6-95c0-47b6278f4d6b · inbound

GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks cites this paper.

GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T23:49:14.339049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:49:14.339049Z digest=sha256:129c08999bc2912e6067346c7700cae46760bbf300e1643c141b32ad3ae51405

Observation 963ca3e7-0dc5-4787-9c96-cc7bc6b9781e · inbound

Break the Optimization Barrier of LLM-Enhanced Recommenders: A Theoretical Analysis and Practical Framework cites this paper.

Break the Optimization Barrier of LLM-Enhanced Recommenders: A Theoretical Analysis and Practical Framework Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:11:04.649847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-09T23:20:33.252898Z digest=sha256:69a66e8faba881db094f46679c341c15fb1ae28287020e9bc24e6b4bed59c5d4