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Paper Citation Record · LEDGER

From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2406.12824.

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

pith.paper-citation-record.v1
2406.12824 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:10:13.615723Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T19:41:08.776056Z

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 cb0711fe-c097-42e2-8ab0-9d0f346950b5 · inbound

Can LLMs Replace Humans During Code Chunking? cites this paper.

Can LLMs Replace Humans During Code Chunking? From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T23:10:13.615723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:10:13.615723Z digest=sha256:f7f48529ba070a9d987b0bd53e523dd749836aba896efbe837d860016c31b502

Observation 576ee7e7-5cfd-4f60-a3c5-1dbef723472b · inbound

Shifting from Ranking to Set Selection for Retrieval Augmented Generation cites this paper.

Shifting from Ranking to Set Selection for Retrieval Augmented Generation From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T18:57:33.641998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:57:33.641998Z digest=sha256:7a658e737776157edf3971653a4fc62703968ef50de1f909cca0dfba0076a7d0

Observation 1e21c7dd-717c-4081-8b10-60320b50ae09 · inbound

The Cost of Context: Mitigating Textual Bias in Multimodal Retrieval-Augmented Generation cites this paper.

The Cost of Context: Mitigating Textual Bias in Multimodal Retrieval-Augmented Generation From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:41:08.784447Z

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.

source=pdf_text observed=2026-05-08T11:17:44.998703Z digest=sha256:44195a0945f099c0482fd7f6da942172cb961a62042322ea651bf0c71513896f

Observation e796dc48-1591-4fcd-91d1-af019d5bf13f · inbound

Parametric Memory Decoding for Zero-Shot Routing in LoRA-Based External Parametric Memory cites this paper.

Parametric Memory Decoding for Zero-Shot Routing in LoRA-Based External Parametric Memory From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries

Reference 54

Resolution
unresolved
no resolver link, observed 2026-07-11T21:34:44.701020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T21:34:44.701020Z digest=sha256:79aaa03fb7872440d95cb1f5825defafbff0924f56432a49f1cb4af4bcf6dc65