Pith. sign in

Paper Citation Record · LEDGER

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

As of 16 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 13 inbound Pith citation observations for arXiv:2506.00054.

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

pith.paper-citation-record.v1
2506.00054 v1

Coverage vector

measured 88 of 88 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:03:16.763575Z

measured 101 of 101 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 2026-08-10T14:00:57.541605Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T00:47:43.559746Z

Reference resolution

88 of 88 outbound references displayed

  • verified exact9
  • verified fuzzy2
  • unresolved73
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 60399634-0947-4935-96b0-b3de338812ae · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:07.501268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:07.501268Z digest=sha256:47d2d8132835154ca9986c0f0e6bd011bbe79bd2cc8918aaa2c481772d910149

Observation 23c39de9-8e93-49cc-923c-e648c8eb5264 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:07.644102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:07.644102Z digest=sha256:7cc06fb2fcd742c1db6663b643dc56312faac42cc2ba8f475230d8d89a5d0c0b

Observation c6670e59-1cb5-460f-a281-9d006e1f081a · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:07.754552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:07.754552Z digest=sha256:b929935f037e1fad951ba16657d36c1a24fd072388cc8a0e1a81a3323d81bf66

Observation 3e299bde-8f68-4a3c-ba8b-81d5caebaa42 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:07.831837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:07.831837Z digest=sha256:224198f66f2e6fbf1a4e7f6fba8f1743393dbc10803d9d72a79fc3b2da7cc216

Observation 62ac640d-a0f0-4a87-8afc-68e9e22b8990 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:07.943477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:07.943477Z digest=sha256:06b2ec88e9add02659a173560898aacd8fd02d1f3f57d0ae7e046f2568995afa

Observation 5f3a8743-4d5a-4e83-b1ce-6bfda6f4a1dd · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:08.046774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:08.046774Z digest=sha256:29d385a5591aa5a5f13ad376656ca6c490fface6b35419ba3b655a2bbd13c90c

Observation 2ff2d646-6a04-449b-9161-664f4d4c0c20 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 7

Resolution
malformed identifier
no resolver link, observed 2026-08-07T13:03:08.127244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:08.127244Z digest=sha256:2869c06a5f24db940acfb6c9074f84f78cee3675354033141451cae99e5aa268

Observation 4f27ec14-6677-4617-9b9d-17b089d18d99 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:08.224270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:08.224270Z digest=sha256:98128a2249662a1c0dc63a3312a255faf75a4660cc20e5f196e63e7cd444e96e

Observation 5cf60cbf-d2ba-4d58-97df-4be1793f93da · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:08.336575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:08.336575Z digest=sha256:08de6d99c0c550f414547c07ca1d3a3043021ef6a53cc2efb57e1ee27131c7d5

Observation 28ebe077-7fbb-4b6e-a488-91237f005db9 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:08.441910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:08.441910Z digest=sha256:2f5e684f678143a53cdba55f9e7e40c9d1179f42c3f4e86433dc531e2a41f2f1

Observation d91f4241-6041-4877-a32c-5e376427f730 · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Gonzalez, Ion Stoica, and Eric P

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:08.553490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:08.553490Z digest=sha256:1a71bccd655cd84b5d760755f0f1d09b8856b407aeb475a4d2e4c178a44b0eef

Observation 3a70e88a-06d8-4e3a-8c0f-68d794273adb · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:08.665491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:08.665491Z digest=sha256:a0020ef583c620040d9146d795fd84de0327dd588af101808aa0fd003bbb2e02

Observation a9aad080-daaf-4ecc-b6de-a111a9044d61 · outbound

This paper cites Cormack, Charles L A Clarke, and Stefan Buettcher.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Cormack, Charles L A Clarke, and Stefan Buettcher

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:08.776446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:08.776446Z digest=sha256:4dff8ca520514293c2a7353176ad017916710927a3cd06e1096f8773759ee5a2

Observation 789cf846-11aa-4dd3-85ec-922cc70490b4 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:23.176113Z

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=2026-08-07T13:03:08.882803Z digest=sha256:67da9c4e4b475286724a2d2c1daa7b23217653e070d834f9339f9c36a64a9c8a

Observation abde89ca-6e73-4323-b5f7-83303921a1a8 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:22.960392Z

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=2026-08-07T13:03:09.089632Z digest=sha256:2f67253eb2fe87b34c1fc24d68ca118d40aae0ad4b1048baf369404f0c22115f

Observation bef1c3df-e131-4707-8c11-1294d09f995c · outbound

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

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:09.204856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:09.204856Z digest=sha256:f7b503e3b36e5e78c5e45ac54017a4059f6d4504ebd601bd9c863f3635fac4ae

Observation e8d66786-cb01-4d01-9ed9-cab8ecfcd7f9 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:22.776310Z

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=2026-08-07T13:03:09.297408Z digest=sha256:402750f7049bb69845e250b2336d682342c12e771bd246ab43f1f9fd1c0020c3

Observation 92169e8e-554f-4f30-be40-41cc1ebccbde · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:09.400547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:09.400547Z digest=sha256:ce787f234ac1db1f0ef58ae9c162b70fd920c45c5d4295339dbf7a3091728673

Observation b5ee07e1-e556-4784-ac07-91556c47eb8f · outbound

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

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:09.493779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:09.493779Z digest=sha256:db2565763f1f6460a7dc49f183a452553e5907fe8c01c77554b3510ab9004fb1

Observation 4dcb54d6-2a2a-4e24-ab4f-df89751f3f73 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:09.623446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:09.623446Z digest=sha256:4c39f0c87e19bf3dbc8661487e00fea7fc7ca18d7c3d14a7a853737adfc58cd4

Observation 46faf50c-d96b-4abd-abf3-7069e1cbde75 · outbound

This paper cites The Llama 3 Herd of Models.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers The Llama 3 Herd of Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:09.693314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:09.693314Z digest=sha256:2a8248cfc9adcfea502995374d648e1ad2e1b28d3438a345f4f5ff0ea44d6044

Observation feba017e-d783-4308-ad8e-6347b9623475 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:22.599429Z

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=2026-08-07T13:03:09.783036Z digest=sha256:a2b55affe7460acf0a45c6194ec7a91e3e5b612991e48f2ac161a83fa4fe7d4a

Observation d49057f9-ba9d-4ff8-a56d-2943ab341e09 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:09.905519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:09.905519Z digest=sha256:fa8128b8edd19a963de78c9707d07cb66ded2b439cc5bdb0daeeeb8084dd8100

Observation be54ba91-acc9-4aee-ad25-6d65017c8209 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:10.004063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:10.004063Z digest=sha256:b49e076c26b8b7a44084e023e0f28e3dfd29a4214f3023af8db6903ff407674d

Observation ef63c6e0-b085-4993-905e-4373fe3763ee · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-07T13:03:18.320863Z

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=2026-08-07T13:03:10.102259Z digest=sha256:3634f81bd89e0b583669756314d43b20d0b539c723b25160609602f78ede25f0

Observation 2e986525-0e07-4249-acea-c72e07d58e80 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 26

Resolution
verified exact
doi, observed 2026-08-07T13:03:22.423087Z

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=2026-08-07T13:03:10.201523Z digest=sha256:d7a1178f8c9438a72a7b0dd7da85a0b1b10cdda6f22af84e632047a28d610a78

Observation a1c6a2fd-8c68-4459-be48-263c9151598d · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:10.295306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:10.295306Z digest=sha256:0723d790efac00b4de8190703ef9b5d37cd99f8fda169950b497c3664cb41f7d

Observation f22b43e2-e478-4269-af5a-766dd9a6dcfc · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:10.391520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:10.391520Z digest=sha256:1d16565996a27ee2133482cf48aae079b1da56f8bd9e0c4448940135219e038f

Observation 74e92b6b-0aa2-42c2-a18f-82abe2119734 · outbound

This paper cites Mistral 7B.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Mistral 7B

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:10.490292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:10.490292Z digest=sha256:964e21d52bec42a79a61223c2e670d34b3ba1b64c461db4954f97a2f2c3ce2e4

Observation 4ce5b847-6e6f-4143-8c28-8409ecfc553c · outbound

This paper cites Mixtral of Experts.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Mixtral of Experts

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:10.586626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:10.586626Z digest=sha256:1497b5edcc6fd4c24d13306ee279d529342554dd0243c96a56e5671f789b1d50

Observation 061b64d6-1c7f-4e5b-b445-e6a14bce316e · outbound

This paper cites LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:10.686545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:10.686545Z digest=sha256:cd48a490a76187643871bf160b81de42118cbf569ddfc1ae67d13e7119013192

Observation c2fb412b-9d22-41c5-bdfc-26460b6f4e95 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:10.776029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:10.776029Z digest=sha256:04c728e09f41bc2b6a8da6fb48db0f31708a69e7b64160e0b5de57fdbea59953

Observation 6d08e020-7250-440d-834b-0e527e0b44c3 · outbound

This paper cites RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:10.832053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:10.832053Z digest=sha256:3857a98510d9eee130f27a1204c359907c58a421b8892ea80fefef597079ee62

Observation 249066bf-6b51-4a52-93c5-3f1d17b4a03b · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:22.221608Z

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=2026-08-07T13:03:10.898478Z digest=sha256:c31c43b276c93a2aa6ab9c9bb4ae5e6aabd4441bc0952280f712fff74834d4e8

Observation 5e2b09eb-34e8-4fb3-ab3b-b11cd96d4617 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:10.998497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:10.998497Z digest=sha256:ff253fe502dde9b61e3d11f103e994870a968b6459700d83d3ccea4545651953

Observation edde4a0b-4c6a-4131-881e-2e978eea4006 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 36

Resolution
malformed identifier
no resolver link, observed 2026-08-07T13:03:11.086591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:11.086591Z digest=sha256:ccd246118d7ed13ef925bd81d0c41afaaffee459b411a1613324f2079abc2fc0

Observation 5984e5cd-f635-4b58-9347-f3f67a35da4f · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:03:22.030830Z

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=2026-08-07T13:03:11.176151Z digest=sha256:47e00fa26cb1a14a603b3d3ff349c3ebcb1acad72ced1c0469f9debbdd90f156

Observation ca9b0020-3017-4acc-857a-b6bef2ef75da · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 38

Resolution
verified exact
doi, observed 2026-08-07T13:03:18.127750Z

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=2026-08-07T13:03:11.412732Z digest=sha256:0fab3ac7e76994ae3fc180277d85e9adbc99b7ecafd21dac4555cf62d03303fd

Observation 072ec81d-24bb-46a9-90b6-63c089cbf86d · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:11.505814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:11.505814Z digest=sha256:7c274b3b95d69ebdc6cb12df6e84eab48d76fc6fed73159d1e7f6f92f837dfde

Observation 0bbd7d9f-60d2-4dd5-9625-7ff802711675 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:11.631174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:11.631174Z digest=sha256:d2a5bd54001ecb46d555ce8e66e3d4e10b40a6f105ef2a59d4bc4505313af379

Observation 32057bdf-1b1d-44e2-bf3b-d3812cb7fcc6 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:11.711005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:11.711005Z digest=sha256:59179220e5b37d997793756d324f1954628d626208b80b7f131a13aac4fd7820

Observation 95597936-f673-4530-9c63-621e1edce44a · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:11.775627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:11.775627Z digest=sha256:b68dd30c4bf54b801e8ec79e3dc09e96d502886f6a719dcd52672a16b48cd8c8

Observation 64f905a4-d49e-405e-b367-b549637bc326 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:21.752690Z

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=2026-08-07T13:03:11.868435Z digest=sha256:4d468d19a83619888d86133ee512740a4f154ac926ba7076242c9d5187843f16

Observation e01d59a7-0faa-43bb-8126-e5ec882c22da · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:11.992917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:11.992917Z digest=sha256:4b34909ff6545dfe13d7c6f553905924368dd97058c489c6aea86f4d456cd7dd

Observation 8e2db02e-70fa-4921-8a5e-73805528dd20 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.051510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.051510Z digest=sha256:107297d28ea7d1281de6b2a1dda8c5f68c415d677613308e1660aad58f26e63d

Observation 4616c879-4e76-4c49-abd7-994e62a0b46c · outbound

This paper cites GPT-4 Technical Report.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers GPT-4 Technical Report

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.109164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.109164Z digest=sha256:5281249d6bd20f58dec704c7d4209f6f5713768bf8cf56cf028068f1fd67e748

Observation a3e3b022-d0ce-4899-8a00-bf4bd136bcdd · outbound

This paper cites Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:03:19.076741Z

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=2026-08-07T13:03:12.167706Z digest=sha256:135ea282d62ae46da9379a8eca70ff08c3310c4bb71cf785a1411b84cc64dcee

Observation 8f548c20-6ab1-4021-a7d7-0c5b9cc5cd9c · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.233786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.233786Z digest=sha256:cae34d4deb0615ef02db664f695089fd6f4e8c064524b56258c198e1c8cbb030

Observation 93488958-be9f-4eb7-928b-f41672bd46a2 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.313581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.313581Z digest=sha256:351c34db105290d0de4d938f504f2301f1086c09dd12b29924a8879034059f5b

Observation 9a6189e9-2245-4c50-be73-5f2681c1a970 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.375944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.375944Z digest=sha256:c20c37a6e6280ae9c03952e81c6ff1ecf7f824caf0903176855b589dc3ac4b7a

Observation 673f4958-7434-45bf-8369-b2d00b9eeac0 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.512542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.512542Z digest=sha256:345117c9ebd0be6ae6a8fbff7e072350fe4810fd06bc941a70a0d7e8930c7cc0

Observation c5c85366-1645-42ce-992e-ab2d9776a8da · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:21.465071Z

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=2026-08-07T13:03:12.612059Z digest=sha256:8bd57e24e424c9f6f1b2a5786e0cb527289c35c3aba60975c0f567e3f75459cf

Observation 3ecd575e-40fa-4097-a45e-77d4445f4ec6 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.663823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.663823Z digest=sha256:90d44bbb13f4bd167c5812860041bae533d0b2c3cb0a81683d27684c3a042e17

Observation 892a3a2e-baec-4d67-9b96-0c5bd3a93f5d · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.777744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.777744Z digest=sha256:734c8e5437578d3984d329356fe25f157019e8993067252511b6fb5f46e85af7

Observation 209db7f1-8bd2-44a8-ad6e-35181a768c9b · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 58

Resolution
verified exact
doi, observed 2026-08-07T13:03:17.870653Z

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=2026-08-07T13:03:12.835189Z digest=sha256:fc8b39668654504bd77ab3d4ef2e9efe3164d54740314515eadb6ff2604347a3

Observation 80b62f21-046c-4a9a-b635-3b74573f67ba · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.891536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.891536Z digest=sha256:920b4f07933071875f910448eaa4b8d779159b8dd6c2e6e4ec4fd10f138756e8

Observation 188fe5ee-2ff3-4535-93a6-0a97aae0c51d · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.945474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.945474Z digest=sha256:f862a23d30d50ade888559942445ee26bb10d74dc8748670beddc2a319cf7edf

Observation 0e8114ff-3b2a-4123-a240-0177e88e9158 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:12.998494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:12.998494Z digest=sha256:9fe76a1f0ce5c58a6118f823bbbfec3b71e008346e2318de102bc5f6c54df4d2

Observation 2cf9c332-21b9-4d2c-b596-5e0d83521d14 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:13.055151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:13.055151Z digest=sha256:9c17a699600e04f6de0ee69ded8d5c3264a9f75fd867b3fd12a55328ff3fd3fb

Observation 539c1a17-abb9-4d52-993d-da9eefe205ec · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:21.175666Z

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=2026-08-07T13:03:13.109420Z digest=sha256:88abab3857b409b93c474cc113599067826da59bbffb139b8cb1585826e6b470

Observation 93dc21fb-7663-4afe-a32d-f60632deca18 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Gemma: Open Models Based on Gemini Research and Technology

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:13.188772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:13.188772Z digest=sha256:c7774c33b89e3eea52170cab0f407b3660cf5b818fce80444a6867b47649069c

Observation d888d80e-01ef-4072-aac8-3e7f51cdd800 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:13.270936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:13.270936Z digest=sha256:66c2c7eef4bd8181cf63cacb487b1fc50281059c68865711e0ff86ae5ca593b0

Observation 1b0cf4d4-a6a6-4092-96f2-7610c6ea8c2d · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:13.381792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:13.381792Z digest=sha256:108c01e2f7da07e88f7536f55578fdb73945db383d3532d587c83661826388bc

Observation e519cf57-04f2-4d5f-abab-6e379d041806 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:13.472911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:13.472911Z digest=sha256:b6fdd94ddd13870d1b8b8100f429dd1f6ac4d6a8a365d2158a1ade2723a61257

Observation cf6d4cb2-7033-4cc9-a628-b9999fed5f82 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:13.605973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:13.605973Z digest=sha256:d090469b823b8f5c8d8b228bd8ae5a67dc6783ad8e107b3f496bf79f80d4976c

Observation 48b1815c-0ff7-49be-982b-778b58f7bf8f · outbound

This paper cites Learning to Filter Context for Retrieval-Augmented Generation.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Learning to Filter Context for Retrieval-Augmented Generation

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:13.700166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:13.700166Z digest=sha256:873bae3cd088cf471db4909737a2117370a4d53414efc5047682833e6d6ad8c0

Observation d7a9abe1-5c8f-4064-a0fa-b20f32cef745 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 70

Resolution
verified exact
doi, observed 2026-08-07T13:03:17.644979Z

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=2026-08-07T13:03:13.827693Z digest=sha256:1f683a2b7f8e9b3b73214a3ef9691531aea55c469658466a2b075cda8433fb86

Observation 5c443a16-47af-4f7b-b9cc-3714eaaebb47 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:20.959667Z

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=2026-08-07T13:03:13.967488Z digest=sha256:4caa8a63dab174fbbb982bbe95c47d660f927f1213c450b1bef7359e46fd2773

Observation d2a23a61-3f6b-4ac4-a10b-acfb2abd2da1 · outbound

This paper cites Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:14.061697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:14.061697Z digest=sha256:fdc7183ddcd3666074f23a9c4e80104642e0a7bab62ba4e3da1388b786148901

Observation d8ab1056-3a27-4c08-bc2a-994912da7539 · outbound

This paper cites Ho, Carl Yang, and Qi He.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Ho, Carl Yang, and Qi He

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:03:20.736496Z

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=2026-08-07T13:03:14.234978Z digest=sha256:74160df317eac92211f9243d7cb2cebee8e401a7d349c666417a02c208a59723

Observation 715c4c95-058b-4bf8-a5cd-532a1511c81c · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 74

Resolution
verified exact
doi, observed 2026-08-07T13:03:17.340171Z

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=2026-08-07T13:03:14.341948Z digest=sha256:7d4eb8a4f4acb17b2875713b227fffc9adf88dc8f75d021d662a3214e92aef45

Observation 95d630c4-1429-4019-8642-02e33339f5f1 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:14.499257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:14.499257Z digest=sha256:d14d8dcef0c0c0d9003a9e1ea9903174376cdb9d1e15fd3bab819407f2071b38

Observation cf842530-5082-4eb0-ac22-22f31a4660c1 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:14.631287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:14.631287Z digest=sha256:ef1872b3790fc10ef90666fd3ade18a12e49f936d5c6eca64aab3270309a6feb

Observation 07216fbe-1d97-4843-9dd9-9c0d2936abed · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:14.795589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:14.795589Z digest=sha256:7305610bd9d45804e6b074ce5f9c6bb8230b92671d579308abd99163e65d501b

Observation 781e5d1e-03b1-4751-ae70-54fece0d5ce9 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:20.512423Z

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=2026-08-07T13:03:14.976601Z digest=sha256:43c920f80cbd20d77bd67fd76933ea0a8532da4f6dd01606c4341771abfe1e15

Observation 5dbfca04-4cca-48ac-bd4c-f5ec306a234b · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:20.303828Z

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=2026-08-07T13:03:15.176778Z digest=sha256:37d90e8a61cb6a7afa3e8ede3be1288f8f21aee92687d6a3a50384db2d28cc9e

Observation 708dc1db-d669-43a2-a02c-a9869dde2e51 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:15.308000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:15.308000Z digest=sha256:b040d2d74c1970f4f9c5c84306e0e57d6de720faeac8337153812fd7aa4294f4

Observation cc79bde7-cec9-4666-a9b8-c1281b452e94 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:15.453642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:15.453642Z digest=sha256:2187d401d394c19213a18db0411fd18b845ce908d5839d80bc482304465c97ce

Observation 8ef03499-e2da-42c7-824d-a536aee5ec69 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 82

Resolution
verified exact
doi, observed 2026-08-07T13:03:17.138075Z

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=2026-08-07T13:03:15.622791Z digest=sha256:cc8fbca1da23757644b137a1f698207a283ab3e58f2efcfc9295233dbb006939

Observation fd813d6f-77da-4f89-91f0-d76eaa0fb894 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:20.023868Z

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=2026-08-07T13:03:15.803366Z digest=sha256:3f5c0156499fff8f58baa658d69ba706483d7c38d5635ae9e8723aaac302a3d3

Observation f08754f6-baf7-48c6-8042-8071947bca40 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:16.016062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:16.016062Z digest=sha256:04ad20ff0e857612b6ef03f7375b391e91e2dc727a3387d7ad7185a25d2ea8be

Observation ca0abf9d-d93c-434b-ab1e-056c04eddc59 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:16.161569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:16.161569Z digest=sha256:46d1ad681d49c25bf4663921306ae713df318f9cab68d539f4bce10ef39ce5ad

Observation b2aad5b5-71bb-45cf-a035-2337de9c2410 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 86

Resolution
verified exact
doi, observed 2026-08-07T13:03:16.971950Z

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=2026-08-07T13:03:16.292444Z digest=sha256:77ba345de6146de95ba51a5c47373c8c8212dee0abd794527de29df105523062

Observation c574dca1-0c48-4c27-b449-f43b6c66b669 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:16.438432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:16.438432Z digest=sha256:4f4426237573765b690ea68cdf900ad8620d5ce24ec6858d3d41f874754975c9

Observation abdf2549-1564-4331-9925-3590ceeb7f55 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:03:19.899144Z

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=2026-08-07T13:03:16.556779Z digest=sha256:dfa49895a3ba2093e42e0820ece3b4f0e8f3a047df144147a5f0a814782f7ad6

Observation e5ec39bf-bdb0-4f84-bfc4-f8e2d3b7ae87 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 89

Resolution
malformed identifier
no resolver link, observed 2026-08-07T13:03:16.654961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:16.654961Z digest=sha256:ce53d00301924c13d498166408d5593c30a42ca8f271159b881aff908b20de67

Observation e00d78f9-e5d2-492e-ba4e-e2ee8ed1d089 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Unresolved cited work

Reference 90

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:03:19.736639Z

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=2026-08-07T13:03:16.763575Z digest=sha256:728117b87ece1130fd126b28738ff66499dc9d9ce80cdc7ef0352c10e89991b4

Observation 30b94e73-c7f3-415e-ba2a-ea90ac631b66 · outbound

This paper cites Transactions of the Association for Computational Linguistics 7 (2019), 452–466.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Transactions of the Association for Computational Linguistics 7 (2019), 452–466

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:11.293750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:11.293750Z digest=sha256:5a8ec8ce4cf56075c7a4ea4447481933509d230526d86abd0613a268ff7474eb

Pith citing papers

Observation 52aa8894-a652-4f11-9443-e7bbcbbed936 · inbound

Reliable Evaluation Protocol for Low-Precision Retrieval cites this paper.

Reliable Evaluation Protocol for Low-Precision Retrieval Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T00:56:56.168229Z

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=2026-05-19T00:55:54.623814Z digest=sha256:f16691465826803d29ebfe893d75e2fb3ce751af535cada418040ee30948b583

Observation 805260a1-28b7-4fb6-81d8-4619050c97fb · inbound

Retrieval as a Decision: Training-Free Adaptive Gating for Efficient RAG cites this paper.

Retrieval as a Decision: Training-Free Adaptive Gating for Efficient RAG Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-17T21:55:20.165092Z

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=2026-05-17T21:53:27.766872Z digest=sha256:63184b01ae724617655581238790e02b31702ca19c5a2a4425c6366a4d6be0af

Observation 330b2476-5970-4725-a9d2-c44bc26f5d1c · inbound

M$^3$KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation cites this paper.

M$^3$KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-16T20:28:24.241113Z

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=2026-05-16T20:25:17.992009Z digest=sha256:d05f20a3c05b7b3e3a68530c3e9b5953ce9cdc1da06f0d1727157e8e7e8fe155

Observation f41ded91-5490-4e99-ab5f-7c038d0b5e31 · inbound

Retrieval-Augmented LLMs for Security Incident Analysis cites this paper.

Retrieval-Augmented LLMs for Security Incident Analysis Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-15T08:30:17.466996Z

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=2026-05-15T08:29:55.841097Z digest=sha256:c6abee3e2c2df3b9b62c07a006d1956a140722793e37ddb17fec6fab1469c7a8

Observation 01e7b0fb-9cab-4e07-a2cb-979a40340397 · inbound

Securing Retrieval-Augmented Generation: A Taxonomy of Attacks, Defenses, and Future Directions cites this paper.

Securing Retrieval-Augmented Generation: A Taxonomy of Attacks, Defenses, and Future Directions Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T05:55:59.728352Z

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=2026-05-10T17:52:26.611656Z digest=sha256:34bace1da54fa676183e0bb1982830418fe440bc6a31907104fb4263fb82ccb8

Observation 436b178f-e426-4391-ab5c-d2a22c0212b9 · inbound

Adaptive Query Routing: A Tier-Based Framework for Hybrid Retrieval Across Financial, Legal, and Medical Documents cites this paper.

Adaptive Query Routing: A Tier-Based Framework for Hybrid Retrieval Across Financial, Legal, and Medical Documents Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T14:45:40.235713Z

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=2026-05-10T14:42:00.856705Z digest=sha256:6382472ebd33af3904d01fecb7e6406b08ef7a05554ab9fa253f2877bd1d83eb

Observation 99daf2d4-1448-4da3-82bc-0f219be02746 · inbound

Evaluating Retrieval-Augmented Generation for Explainable Malware Analysis cites this paper.

Evaluating Retrieval-Augmented Generation for Explainable Malware Analysis Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-09T06:30:45.140458Z

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=2026-05-08T18:22:26.131883Z digest=sha256:0212d8b27db926f4ddf4676b25c6046cb366c0ec434b3fab5f69610daed7b8cb

Observation 32adb8c4-63c3-46ce-805e-fd63b060e44b · inbound

Remembering More, Risking More: Longitudinal Safety Risks in Memory-Equipped LLM Agents cites this paper.

Remembering More, Risking More: Longitudinal Safety Risks in Memory-Equipped LLM Agents Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:53:13.404493Z

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=2026-05-20T10:51:19.555985Z digest=sha256:3c41b84630a1e9a2645942049e8d2c1e63a094f23604a13731ccabe73c4ef96c

Observation 20dbcc50-06e8-480b-a782-5882dfba0fbf · inbound

VikingMem: A Memory Base Management System for Stateful LLM-based Applications cites this paper.

VikingMem: A Memory Base Management System for Stateful LLM-based Applications Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-06-29T07:33:13.633155Z

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=2026-06-29T07:30:42.104455Z digest=sha256:5f14108e4bd3108e7fd858eeec07429a2ca18978fdc0eb8f6ff2e0a94b63e495

Observation fd39c700-3380-455f-b2fb-37e63a526db0 · inbound

Schema-First Retrieval: Embedding Catalogs for Natural Language Analytics cites this paper.

Schema-First Retrieval: Embedding Catalogs for Natural Language Analytics Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-06-30T10:44:36.710467Z

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=2026-06-30T10:38:24.972419Z digest=sha256:c3fa6a8e1ffd160f304afda1bb44ecf57dde276d1e7ef77f4f054d1cadcf5279

Observation 1b12791e-9c64-4fe2-ba1f-5f0ecf190f7e · inbound

Healthier LLMs: Retrieval-Augmented Generation for Public Health Question Answering cites this paper.

Healthier LLMs: Retrieval-Augmented Generation for Public Health Question Answering Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-11T00:47:43.581720Z

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=2026-07-11T00:44:36.322629Z digest=sha256:f29a28ea8ba50b749b9df8c09946b0989783e42891cacc852197d9a9a7ce1c68

Observation b810a6ef-f710-4060-88da-c271c0abe08f · inbound

TurboVec: A Case Study in Cost-Efficient Private Retrieval for Enterprise RAG via Codebook-Oblivious Quantization cites this paper.

TurboVec: A Case Study in Cost-Efficient Private Retrieval for Enterprise RAG via Codebook-Oblivious Quantization Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T19:26:38.510956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:26:38.510956Z digest=sha256:3a26a15cf1b96a92731304c383d2d8c3dc983538815b8540160b00ede9014ebe

Observation 5326aa83-15f0-4c7d-bddf-b0b1d94e0a5a · inbound

A MARL Centered Reference Architecture for Large Language Model Augmentation in Smart Manufacturing cites this paper.

A MARL Centered Reference Architecture for Large Language Model Augmentation in Smart Manufacturing Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T14:00:57.541605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:00:57.541605Z digest=sha256:6686e7d3e5c05506d266991020e3cdbe07cf689a295806dfa8e840a9f62b2d9f