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Paper Citation Record · LEDGER

Parametric Retrieval Augmented Generation

As of 15 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 13 inbound Pith citation observations for arXiv:2501.15915.

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

pith.paper-citation-record.v1
2501.15915 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:55:04.145966Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T23:48:54.026218Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T01:09:19.442558Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved61
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb622c33-9d62-4928-b24f-2ad4a5a62c40 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T13:55:04.792725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T13:55:03.913560Z digest=sha256:409c953c343c72c5a49859ec97dd8918fe159c448430e189ad7f2844a9c3d237

Observation 853df58c-96ec-4fc4-a315-adf4a7bfc309 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T13:55:04.782369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T13:55:03.918809Z digest=sha256:14114b2fbdfa84e09f832a0ba98a189b9d86b9fae309050fa7fdd20bed50aed7

Observation 3f5a770c-aeab-4742-9de7-bdfc861b1f0e · outbound

This paper cites Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval.

Parametric Retrieval Augmented Generation Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.922671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.922671Z digest=sha256:14c3edb84ab4fa73165735e620370e852f627772aaf1f98679176175dbdba9c8

Observation 0e324016-44fe-4db2-a80e-1b09907c2844 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.927049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.927049Z digest=sha256:d68061bdc362fd9e963a61487df3654d7b50d66961e3e7cc0adf8eba7d70f69f

Observation 1bf7f158-b8a5-4251-b5e8-59cb595a0d69 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.931314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.931314Z digest=sha256:86c2753cdb4e85f6b4b7d2ee7fa775a980264c1c4cb6f129f282d66fdfc69fec

Observation b149014f-0138-4dbd-aa1f-c7d8f3e63152 · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Parametric Retrieval Augmented Generation PaLM: Scaling Language Modeling with Pathways

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.935232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.935232Z digest=sha256:ecd92135bd7215a62069c13c120a9595afb38db872bb8aed9a59ccd9f245796e

Observation 7d68cd37-4531-4711-bf9c-a5dd0f9b3b66 · outbound

This paper cites How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition.

Parametric Retrieval Augmented Generation How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.939777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.939777Z digest=sha256:10e79845ceb0946f805c413dedaccd8643803575f17a364377f94f94936cb1c6

Observation 9d830b5c-51db-47b5-8a7f-db7daa54107c · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.943962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.943962Z digest=sha256:7cf1220bff41c7db546d9faf981758dbb7523050078b88d848b352ddd9bf2805

Observation 473887a2-a51a-4b6a-a319-ea1701472709 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T13:55:04.754759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T13:55:03.947755Z digest=sha256:bf19eba11b1afc97fcbca58b243017d229cd4ce26dc4ce067c9c20bef64972f8

Observation de5d9227-40ae-415d-bc50-874c32d5e963 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Parametric Retrieval Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.951597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.951597Z digest=sha256:ae64d43f95bc86acab6a9e6477029d43ee6f2db6f33554057c3f66f6a627fe4a

Observation ea13d2d0-a51b-48d9-9cdd-0406fe966838 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.955814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.955814Z digest=sha256:53ba33b37f6ce6ba15e7dab1003a35482c1e5c7f1b64e8c143a9280395b185c4

Observation bfeefee2-5d87-4a8e-8bc7-a767bd278bd3 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.959566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.959566Z digest=sha256:9b25b32494beb46478bdd9ec9d577e7ad7e02bc975145e8faa8b2f5224d8d4e7

Observation 90c8e3d9-7f28-4b28-ace2-fee368a1be7c · outbound

This paper cites Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.

Parametric Retrieval Augmented Generation Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.963226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.963226Z digest=sha256:276981f8ae7904154710cc469ba710f1e2cb436d1083eb6dee41bff799283b04

Observation e2311a6f-f2a6-4965-a33b-b850917a5eeb · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.967243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.967243Z digest=sha256:3bc64473543862966064a33268eade0d505cdad7c08b610be64d328855c2a62e

Observation 5bc97ffb-faf6-4b48-a709-5bf1b3b54e7b · outbound

This paper cites GRAG: Graph Retrieval-Augmented Generation.

Parametric Retrieval Augmented Generation GRAG: Graph Retrieval-Augmented Generation

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.970819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.970819Z digest=sha256:e903adc1b555ee642e6e53c9a4eca32f5d13f7bb67de0f9c5b4088ee882f4d8f

Observation e2644b6e-345c-46b0-9699-1c50d6d0ee5a · outbound

This paper cites Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering.

Parametric Retrieval Augmented Generation Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.974760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.974760Z digest=sha256:250832089fe0f24f69d89b42cf133a11f50a4c4a48da79d2b381c324b655ff22

Observation 4c190d3b-fa22-4a77-9073-1b9465fbfffd · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.978553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.978553Z digest=sha256:1a772c42bf93ce5de142f6a84cc6215aa09d46162676545a2b0d5258dca47ed0

Observation 5348876b-51ac-4c6b-a9cb-47be56154e9c · outbound

This paper cites Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer.

Parametric Retrieval Augmented Generation Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.986492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.986492Z digest=sha256:56fcecea6e44f581d1d83f062325f9bf002bba67b0a16c78d002c84deddd4619

Observation 01b59235-89ad-4a7b-9977-e73a06689bd8 · outbound

This paper cites Active Retrieval Augmented Generation.

Parametric Retrieval Augmented Generation Active Retrieval Augmented Generation

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.990362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.990362Z digest=sha256:bb378462c014e57daa82d736e244df454a08961569f59bdbbf1387842bfc5784

Observation 1fe4a308-ca2a-4837-b2f9-3791d0557319 · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

Parametric Retrieval Augmented Generation Dense Passage Retrieval for Open-Domain Question Answering

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.994179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.994179Z digest=sha256:f4e5ec063ba5de77b87c5e6d1c4f8611749ba959382e835c43e2a0e8b6bc85ae

Observation 6e1f55a7-bcb2-430f-b7d4-dff5ba2f905e · outbound

This paper cites Bridging the Preference Gap between Retrievers and LLMs.

Parametric Retrieval Augmented Generation Bridging the Preference Gap between Retrievers and LLMs

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:03.998346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:03.998346Z digest=sha256:3b7529b7a1ecd156ba6b108e0065c327c464b70c235ed5003d43955273c0a6c8

Observation 2e46d8f5-2376-429c-968c-477a5f1ff03d · outbound

This paper cites Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models.

Parametric Retrieval Augmented Generation Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.002107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.002107Z digest=sha256:e621f6dac8a415079ee20c98c412c1aab8db4f67231598a54c1f55c3779b10b5

Observation 2ff6f7ac-8899-4f4b-badc-d0bedf6506c7 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.005977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.005977Z digest=sha256:d1d6e517462751ba5b9ba7b5eba6bd9802cf821fd495389d43bff5d904d68270

Observation 2e4ac600-f70e-426c-b1d5-82a1201f663d · outbound

This paper cites Towards Better Web Search Performance: Pre-training, Fine-tuning and Learning to Rank.

Parametric Retrieval Augmented Generation Towards Better Web Search Performance: Pre-training, Fine-tuning and Learning to Rank

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.009618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.009618Z digest=sha256:ad71d8f746567133b47ee063896a76b96094cce6706dd4cc2c14fc34cbbf08d6

Observation 39354598-53cf-4c6f-bdad-5e869d1c90cc · outbound

This paper cites CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control.

Parametric Retrieval Augmented Generation CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.013948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.013948Z digest=sha256:24cae8d12217fae190d80b81822566aee078f646d6a1ca6aec6578c43b6eb57f

Observation 61152c30-5ad1-492f-af71-d42c87906478 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T13:55:04.714084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T13:55:04.017576Z digest=sha256:f40d2b9e4a8f9f78b57397de70eec3a1743779e55f3daf2236fcc247d128598a

Observation 574e0283-35d4-4add-b224-977da76e2277 · outbound

This paper cites CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding.

Parametric Retrieval Augmented Generation CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.021105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.021105Z digest=sha256:e1edbc772809c7d9284e947da2a83e260e150ea393b941cf70713b0db24942f2

Observation 05609ca2-1e33-493a-a2d5-53d83662cad5 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.024845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.024845Z digest=sha256:a74e466a8a094d2a2169bb6c09029cd59db6685d70ab014dcbf275e812e28354

Observation 910a302c-24da-45be-bcef-b177d1d99219 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T13:55:04.703590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T13:55:04.028347Z digest=sha256:c0b0ce24594be5b9ad3bef9a9a9d77ba48362c8f41940df6e638f30790954ea0

Observation e4f900d6-f954-478a-b1b5-e23cde398d66 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T13:55:04.693057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T13:55:04.032116Z digest=sha256:31da72f3e589f734148bd04a1a6143d12b3cc91ac9f61c866890f7aeef51c4ab

Observation 011f491f-1b04-4906-adfc-e107bc293770 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.035836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.035836Z digest=sha256:58185dc854995fccf1b0eec80e2ea62e979a85275657c643e9184fd566fa6f5d

Observation 583a41ff-4a7b-4024-9ab4-6a6f0127a66a · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Parametric Retrieval Augmented Generation Graph Retrieval-Augmented Generation: A Survey

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.039359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.039359Z digest=sha256:b0603d40849d50d329f6ae7b92bbc86af06af1f38fd5f7d2942449cc31af748f

Observation 9d7c9764-9ed1-431c-a6c2-b31b58e7b854 · outbound

This paper cites In-Context Retrieval-Augmented Language Models.

Parametric Retrieval Augmented Generation In-Context Retrieval-Augmented Language Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.043238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.043238Z digest=sha256:6e06c21bb1added65968d1ba0ba8a7705aaad6c4df8f80ec2afc02b466c6eef8

Observation 9128fa41-12ad-4b5f-88ae-09323f6d928f · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.047253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.047253Z digest=sha256:4b707580b18af8587e158345560a31c06c9a52b9e72d261e43036b4b2cbd7a66

Observation 0886acce-29d8-4084-90fb-757844f01357 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.050763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.050763Z digest=sha256:5146e609b1ac23629f985f90b1cbec6020e14c248fbc51cbf95992815dd52392

Observation 0256130f-f96a-43f0-98c2-2c047ecb02fd · outbound

This paper cites BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

Parametric Retrieval Augmented Generation BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.054538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.054538Z digest=sha256:c26f1b51d0b13cc0acdf1012d0f98eeabcb6f120d5505f1ac9e07ae09d942128

Observation a8111021-9def-43ac-ab7d-445807a9f8aa · outbound

This paper cites REPLUG: Retrieval-Augmented Black-Box Language Models.

Parametric Retrieval Augmented Generation REPLUG: Retrieval-Augmented Black-Box Language Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T13:55:04.058126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T13:55:04.058126Z digest=sha256:8b843e76bf2ae71a5d85e864a7ba541732919d563effbf2a43024aa99dd862b3

Observation 58df35a7-fe1a-4660-9762-2b671a4d777b · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 38

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T13:55:04.448196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T13:55:04.061733Z digest=sha256:418c2ad531ebcdc88b6e4b9fe61e190a1a2331e31755073ec0e59163be29d806

Observation 258e6792-2f85-4e7d-b414-1f03a948a7fa · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T13:55:04.664268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T13:55:04.065090Z digest=sha256:77094679faf4aa08f5537109e592cbc7d7ae0e943e128f8ab1d18db1b5e1d195

Observation b2980dc2-ce16-4e87-b4b8-c8d56c9e80ea · outbound

This paper cites Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval.

Parametric Retrieval Augmented Generation Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval

Reference 40

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source=pdf_text observed=2026-08-10T13:55:04.068543Z digest=sha256:ea42eb8e6589f941347684966e4d44476ef37e2c677e96ab90c465d56c89b82a

Observation 664b05a2-89a0-4fea-87a5-a99c299ff115 · outbound

This paper cites Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case Distinctions.

Parametric Retrieval Augmented Generation Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case Distinctions

Reference 41

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source=pdf_text observed=2026-08-10T13:55:04.072351Z digest=sha256:036bb7938b8b5efcd2a86aa872d985362c23bf502033dba42813b756584ce688

Observation 7a4c174c-155c-4302-9405-fe771bfd6c7a · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-10T13:55:04.075990Z digest=sha256:6626ab395b12e28342d10c3867eb31b58e01347e37383bf61e90af83e784bd5c

Observation 50adf92c-3063-4503-b1c2-360e273eb852 · outbound

This paper cites THUIR2 at NTCIR-16 Session Search (SS) Task.

Parametric Retrieval Augmented Generation THUIR2 at NTCIR-16 Session Search (SS) Task

Reference 43

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source=pdf_text observed=2026-08-10T13:55:04.079819Z digest=sha256:baa366c0fac6705e0871d118c9cc850e54aed2d5384421c3c69622b386216ea9

Observation 71112235-dcde-4148-a8ea-a09d7b8c4bdb · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-10T13:55:04.083441Z digest=sha256:10f9aa3bc55651121230ff6ed4ac5dfede4c90750b4b4f664880767b3ca9827a

Observation bacac971-053d-45b5-840d-120eb923ecb7 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-10T13:55:04.086804Z digest=sha256:b2a5b0f1e4037c0222bd10ea3d94dfcad4fab26d14ef4c6bd1eee10fe2fa3a7a

Observation f833c407-7648-472b-be9d-f077812b0495 · outbound

This paper cites Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models.

Parametric Retrieval Augmented Generation Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models

Reference 46

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source=pdf_text observed=2026-08-10T13:55:04.090340Z digest=sha256:c255190f24f52ff7c88baa1a07431408f228fb97eef0054d46f2bcb4330ded83

Observation cae76a19-fada-4c90-a9ca-f137079d58a0 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-10T13:55:04.093644Z digest=sha256:9f31f02472489a4d5a1616035e4adc1b6fd4179a23a77b7a1472b7d7f6bf1ac8

Observation d320cd3e-159e-432a-afa3-73a2a4552638 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Parametric Retrieval Augmented Generation LLaMA: Open and Efficient Foundation Language Models

Reference 48

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source=pdf_text observed=2026-08-10T13:55:04.097257Z digest=sha256:4b40e6d2b9d38a450a7d5c44c060d70e1fc6545c09e37587f93fec16483fa506

Observation c1365ff8-e7c2-413f-b8b2-40123e1e804b · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-10T13:55:04.100934Z digest=sha256:648b23bcb005fb95654e3347853c1bfa677e89abfe4fb6bef383237f22c7f99f

Observation 85d255b1-d3ef-43c8-b6ff-489cac8ea55c · outbound

This paper cites Knowledge Editing through Chain-of-Thought.

Parametric Retrieval Augmented Generation Knowledge Editing through Chain-of-Thought

Reference 50

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source=pdf_text observed=2026-08-10T13:55:04.108585Z digest=sha256:3734b2f9eb429b37a2e875f914308c8f225015c48d98948bf1f13c6d422d68e4

Observation 474f5cde-b8dd-40c5-965c-a940df14ed5a · outbound

This paper cites LeKUBE: A Legal Knowledge Update BEnchmark.

Parametric Retrieval Augmented Generation LeKUBE: A Legal Knowledge Update BEnchmark

Reference 51

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source=pdf_text observed=2026-08-10T13:55:04.112256Z digest=sha256:5c294824afd5323108dd391fee0fea67f64460c3a9776045d4bf2008bdfe6f1e

Observation 8df0926c-450f-42db-9b80-2f64c0a6e1b6 · outbound

This paper cites Self-Knowledge Guided Retrieval Augmentation for Large Language Models.

Parametric Retrieval Augmented Generation Self-Knowledge Guided Retrieval Augmentation for Large Language Models

Reference 52

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T13:55:04.115864Z digest=sha256:b35d6cc1469748bf393143e537b66d6c0c3106b9a0e881b6ff1bab113c9f7789

Observation 9e30d139-0e77-4998-b422-f5f14aa6bea4 · outbound

This paper cites RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation.

Parametric Retrieval Augmented Generation RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation

Reference 53

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source=pdf_text observed=2026-08-10T13:55:04.119584Z digest=sha256:61b724a925fcc1213b4a622584ab7287167ef4c9595af76807308cde452fd687

Observation 011dbd7e-2fee-4b6b-bbb8-e85c3bc0c80a · outbound

This paper cites Continual Learning for Large Language Models: A Survey.

Parametric Retrieval Augmented Generation Continual Learning for Large Language Models: A Survey

Reference 54

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source=pdf_text observed=2026-08-10T13:55:04.123475Z digest=sha256:b4f0fd93ccf6c2056e5e57b8b16af91d008e12e75059a4b6fd76b625ce11aa80

Observation cb072f99-d565-4616-91f8-c93bc15fad10 · outbound

This paper cites Qwen2.5 Technical Report.

Parametric Retrieval Augmented Generation Qwen2.5 Technical Report

Reference 55

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T13:55:04.126956Z digest=sha256:4d4744fa401213f02bb44da50fd48ec167ebb0627deca2bf6623c00e36978c91

Observation ace5cb8d-7099-4f82-a354-b70308fce773 · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

Parametric Retrieval Augmented Generation HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 56

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T13:55:04.130912Z digest=sha256:f3da9065510b8b2df93a9aa6b3b3a47abd3f3c048d2bc400b78ab15fff5efe63

Observation b2a93601-3fc6-41b5-b081-190edbacc546 · outbound

This paper cites SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation.

Parametric Retrieval Augmented Generation SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation

Reference 57

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source=pdf_text observed=2026-08-10T13:55:04.134675Z digest=sha256:0d3f5f801523ccbe9f3426f39a9548113408e2d7ec4ac99e88325bb24ddf8a90

Observation 9b5d44cf-fd76-4919-9880-be02c6ece229 · outbound

This paper cites RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs.

Parametric Retrieval Augmented Generation RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs

Reference 58

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source=pdf_text observed=2026-08-10T13:55:04.138478Z digest=sha256:3c38d460aab36d74f4c5b73e738cb5bb109238f1844de8f1e3283756b2f45466

Observation 97a291bb-1e46-40c0-a494-e9ec9c8999ba · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-10T13:55:04.142447Z digest=sha256:9fc7d4bcb9ea27084a212978801d7a1594f77b993e6fa938dab9491fd073d105

Observation aa2dfbbf-1f35-4e1f-87f6-45efbb2162d2 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-10T13:55:04.145966Z digest=sha256:8efb634c091df6aaec62e806a82e118714776bd26176d25d51edb3a4af758e81

Observation 101ce076-927f-4319-a8fe-c30d627caaa4 · outbound

This paper cites Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions.

Parametric Retrieval Augmented Generation Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Reference 2022

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source=pdf_text observed=2026-08-10T13:55:04.104611Z digest=sha256:ca95e079f5d22ae9a84ff1842b3b124463b8cb9cf56ad85bd07576dc343af668

Observation fb0ed7e5-3198-46f6-8db9-9af80ab23957 · outbound

This paper cites an unresolved cited work.

Parametric Retrieval Augmented Generation Unresolved cited work

Reference 2024

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source=pdf_text observed=2026-08-10T13:55:03.982589Z digest=sha256:83e55f597635bc7dcdd6fa5fd7ee79118d6fc6b6a2545f32a05de59c94310a9b

Pith citing papers

Observation 99acc6ed-f090-4661-b129-1b71576d8957 · inbound

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects cites this paper.

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects Parametric Retrieval Augmented Generation

Reference 43

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source=pdf_text observed=2026-08-09T23:48:54.026218Z digest=sha256:b809dc60ee7e593a0a8bef362aeb246347ef2e55fd1edf8c4a87d5f67c0f4553

Observation e869f1e4-45ae-41f5-9d99-bf872a380c2f · inbound

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models cites this paper.

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models Parametric Retrieval Augmented Generation

Reference 24

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source=pdf_text observed=2026-08-07T13:18:56.401187Z digest=sha256:26663c8f30096a0c446c93ba9f0d8c59588a7f4710e0fe8400b83fa71e72ac19

Observation dba63aed-5004-4886-9ac7-6620d9ff3295 · inbound

Cartridges: Lightweight and general-purpose long context representations via self-study cites this paper.

Cartridges: Lightweight and general-purpose long context representations via self-study Parametric Retrieval Augmented Generation

Reference 81

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T06:04:34.440305Z digest=sha256:6a7b21bbcb741bfd97a01d2e7f2d7fb887fbc1657e9b17b1da2a9f7f166f3b6a

Observation b55af1e4-a0ad-46a0-ad86-3dff8b1d0bcd · inbound

Dynamic and Parametric Retrieval-Augmented Generation cites this paper.

Dynamic and Parametric Retrieval-Augmented Generation Parametric Retrieval Augmented Generation

Reference 38

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T05:54:56.327786Z digest=sha256:5cc2c16b58da2977720c8a4cdb5deda20e532aa6d9c47f5f08830a3e32f5166a

Observation 41b51880-71f9-42bb-a34a-7fbd02fc5a10 · inbound

AI5GTest: AI-Driven Specification-Aware Automated Testing and Validation of 5G O-RAN Components cites this paper.

AI5GTest: AI-Driven Specification-Aware Automated Testing and Validation of 5G O-RAN Components Parametric Retrieval Augmented Generation

Reference 33

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no resolver link, observed 2026-08-07T04:40:26.239697Z

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source=pdf_text observed=2026-08-07T04:40:26.239697Z digest=sha256:c1c2983ef7b50013ef8881b6a3fbdabfdd8b48367852f0e361177412302a1b5d

Observation 515a4e52-c9f5-4ef3-aa47-3f7d93d81ebd · inbound

MemOS: A Memory OS for AI System cites this paper.

MemOS: A Memory OS for AI System Parametric Retrieval Augmented Generation

Reference 62

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arxiv_id, observed 2026-05-15T08:20:22.730913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-15T08:20:22.658329Z digest=sha256:06b9d65cf0d4a9fb0ef634eaf272a184b3390f8c9b301121e40e9a72017951cd

Observation 1e05a666-b7f2-4bba-b2c2-c6c8d4760332 · inbound

LoRA-Augmented Generation (LAG) for Knowledge-Intensive Language Tasks cites this paper.

LoRA-Augmented Generation (LAG) for Knowledge-Intensive Language Tasks Parametric Retrieval Augmented Generation

Reference 40

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no resolver link, observed 2026-08-06T19:34:42.360192Z

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source=arxiv_source observed=2026-08-06T19:34:42.360192Z digest=sha256:77dfcc17584efa529b4aa2563c33b3705a6db58924bc463cb0bf9fe17b3bfa79

Observation 9c6ead3c-d3d2-4bdc-a18e-ae9c164a4560 · inbound

GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models cites this paper.

GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models Parametric Retrieval Augmented Generation

Reference 35

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no resolver link, observed 2026-08-03T23:37:57.601173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:37:57.601173Z digest=sha256:7167820c36bb7dce4b2ff4e436597e68080e26aeda2adbd65a581da045d6f9c0

Observation 3060b554-5aef-4cac-8cdc-2fee820f88bc · inbound

Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization cites this paper.

Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization Parametric Retrieval Augmented Generation

Reference 31

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verified exact
arxiv_id, observed 2026-05-11T16:26:06.612820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-09T17:03:01.273990Z digest=sha256:4c156cde677d6a01c0969498082a136ac518eb7ee962d656cd785cff19f8a250

Observation 104b1b21-117c-4097-a9fc-9cdfd3fd2460 · inbound

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories cites this paper.

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories Parametric Retrieval Augmented Generation

Reference 122

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verified exact
arxiv_id, observed 2026-07-02T02:26:26.830483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-28T10:56:13.058872Z digest=sha256:198f7dd85b435a686d0cabc614b6fce5db48f4caed8ebc8de108e13f82c5fbac

Observation 24c24251-a314-49b0-ab00-cdaef80404c8 · inbound

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories cites this paper.

Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories Parametric Retrieval Augmented Generation

Reference 122

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T07:44:25.325808Z digest=sha256:f076da03a0b63647ea64897abe64b2584bbafe6fb335ccd3a1db3615de2cb6be

Observation e288206c-134d-49ab-b7ac-49f3bc2eda56 · inbound

User as Engram: Internalizing Per-User Memory as Local Parametric Edits cites this paper.

User as Engram: Internalizing Per-User Memory as Local Parametric Edits Parametric Retrieval Augmented Generation

Reference 25

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verified exact
arxiv_id, observed 2026-07-04T01:09:19.444011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-06-26T20:37:01.382431Z digest=sha256:724a6b5a113f17737b5b2d98361e57abaa1b90914fbbea3c5e84d0a2b8a91ffe

Observation 38f3b36e-8482-450b-9eb0-d48cb5382c09 · inbound

Self-Study Reconsidered: The Hidden Fragility of Learning from Self-Generated QA cites this paper.

Self-Study Reconsidered: The Hidden Fragility of Learning from Self-Generated QA Parametric Retrieval Augmented Generation

Reference 30

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verified exact
arxiv_id, observed 2026-07-01T10:45:42.813227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-01T05:07:58.441326Z digest=sha256:158d2bdf1f4973df1aa655f5cc869986667e7702d44ff02968e0c72f1c9567f0