Paper Citation Record · LEDGER

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement

As of 18 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2504.15630.

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

pith.paper-citation-record.v1
2504.15630 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:27:36.502635Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy1
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e354149-7e8a-4d10-a5ce-0187c9beb0c8 · outbound

This paper cites The Internal State of an LLM Knows When It's Lying.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement The Internal State of an LLM Knows When It's Lying

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.373416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dba2d48-5e9d-4c4e-a291-990792bbc330 · outbound

This paper cites Context-DPO: Aligning Language Models for Context-Faithfulness.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.377461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70573747-c4a2-4e71-9228-21d3886071ed · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.915855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7cb0a712-b49f-4b58-b62f-727923ceec90 · outbound

This paper cites Hovy, Hinrich Sch \" u tze, and Yoav Goldberg.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Hovy, Hinrich Sch \" u tze, and Yoav Goldberg

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:27:36.906173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3e37e748-785e-4916-b90b-5b53252370f9 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.387082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7d0e5ec-a6dc-40b8-b732-e505d23f37a2 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.889848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e019e717-5987-4210-ab10-be0ad052151a · outbound

This paper cites Not All Layers of LLMs Are Necessary During Inference.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Not All Layers of LLMs Are Necessary During Inference

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.393170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 032d3c48-1abf-49c2-a80b-098f5a01943d · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.396468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa9b3ef6-8c8f-4931-9481-56b3b8da602a · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.879896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ae610244-6e9c-453e-8830-c45f8d445f00 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.869200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 74fe3cc2-e496-4fd2-b40e-347778e1cbdc · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.860312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f2c479f-a4b9-468e-bb45-add53782984a · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.410233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68d341a2-76b8-4673-843a-84fabf392c24 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.843913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b9665700-91a5-4a34-9f7e-b2770c2546e5 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.834183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf67582e-ade6-421e-ae04-a7b677c62085 · outbound

This paper cites Kullback and R.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Kullback and R

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.420208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96532d16-05fd-4e37-a214-4bdcfb815e3e · outbound

This paper cites Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming - Wei Chang, Andrew M.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming - Wei Chang, Andrew M

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.423517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f311b494-6c05-4ad5-b5d5-77b22e5c0892 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.812059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c5cf8d29-d1b0-4773-af69-e354ca48d01c · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.429919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd4ce51d-36cd-49b6-99f6-6348fa9a4fb7 · outbound

This paper cites ShortGPT: Layers in Large Language Models are More Redundant Than You Expect.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.433619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b890198f-f001-4180-84f8-4202375319ba · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.437542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aff947be-26a3-4010-8163-d944f6c192cd · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.790973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d14dbd60-a598-4b8b-a44e-c3b7f2f01662 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.780986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8adda1e6-108e-483d-a60c-f6f0dcbf428b · outbound

This paper cites In-context Learning and Induction Heads.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement In-context Learning and Induction Heads

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.447351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76a0b942-a549-4fe9-bb1f-b1be4563d112 · outbound

This paper cites Entropy-Based Decoding for Retrieval-Augmented Large Language Models.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Entropy-Based Decoding for Retrieval-Augmented Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.450645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a9af995-5569-4d05-adb8-44ebdd21dbbf · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.454109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5844b9a9-bcdd-4de0-8928-0584411142e7 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.457202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584c35c2-d725-4b56-8c90-9dd3b5e45ac8 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.764224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f3400719-8030-46e6-b425-c89243d7a6f6 · outbound

This paper cites IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.464245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70e05b7e-67e0-41ed-bd85-d6054da2e234 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.752428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5cc43591-fd45-48bf-9134-aa115f1f3a62 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.741901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 641103e4-5925-4c6a-b3a8-2be47aaee8dd · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.473829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03f8af6b-77a7-4c0c-8ce5-fe25674339bb · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.476845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30d19893-bf0d-4c5d-aaa5-42979e1a6161 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.724056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f30e1a88-6194-4452-bc99-bd44778978b3 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.713439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2476dff7-3eb4-427e-ad58-a16fea136b51 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.703355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ed0e1848-0881-47ba-9445-733d25243b4d · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.692073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ea4f1831-b545-421e-822f-178c28464c3c · outbound

This paper cites A Survey of Large Language Models.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement A Survey of Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.492125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abd24952-ab0f-4728-a335-896df9d5b942 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.680981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aad83e18-a049-4827-b9d4-b7f47f57c548 · outbound

This paper cites an unresolved cited work.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:27:36.670650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 56fd4130-f637-4049-97be-4f5954f49f93 · outbound

This paper cites online" 'onlinestring :=.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement online" 'onlinestring :=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.499483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a97905-33e7-435b-93de-64f5079e64a6 · outbound

This paper cites write newline.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.502635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.