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Paper Citation Record · LEDGER

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey

As of 17 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 0 inbound Pith citation observations for arXiv:2411.16403.

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

pith.paper-citation-record.v1
2411.16403 v1

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:14:16.392373Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

81 of 81 outbound references displayed

  • verified exact0
  • verified fuzzy17
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 42a06edc-2ff9-4aa1-8a2f-b170579ede94 · outbound

This paper cites write newline.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.145403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.145403Z digest=sha256:06e64928a22159d211fd2f44630a546fb515ad90cd0c582ae5bc49fdc22ac66d

Observation b70ebfb2-ac24-4229-b3a4-f1bc646bf1ea · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:17.119364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.150103Z digest=sha256:9510a47c518000e64de4a530291fa8849e16bb36676f84055a79bea080acd4b8

Observation 2b4271f9-ccb9-4d8a-8478-3667fff79fb2 · outbound

This paper cites P., Stork, L., and Groth, P.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey P., Stork, L., and Groth, P

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:17.110603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.154106Z digest=sha256:8fee7d65523d65edf646e29c805fe21f925a27a9eba97560a20ce1d598f1cd8d

Observation 55e074bd-62ad-426f-afbf-f13c4a847b66 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:17.101590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.157595Z digest=sha256:bf1c7e73525318e99672cce286f9372869b10e2191c47a6c42ff7b3c6e287642

Observation 03a7d83c-6de5-4822-83c6-5d883b2b550d · outbound

This paper cites Layer Normalization.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Layer Normalization

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.160859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.160859Z digest=sha256:2c2afe092731ff2b0db198281cdf8285822c706799eb2b531cc1d328079f730d

Observation 1f3bb635-380d-45d9-bde2-e9f967d28a92 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:17.093209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.164320Z digest=sha256:c03e2600c4e46135682c110f95aa39c802cfca56029842665946519244991946

Observation 9d778088-1065-44c2-8460-f5516c5d89a1 · outbound

This paper cites and Firat, O.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey and Firat, O

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:17.083673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.167513Z digest=sha256:31afb51f94400cd7a5ad5be0de5c27d97631c47f6f95345e59da3d0b00fb5de4

Observation 0d3cc90e-819f-44b8-96c3-707672648425 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:17.074882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.170645Z digest=sha256:c86c8e08511c7236c16f7632b9371fc5415fcbb329766567c9398dbe606c24dd

Observation ad9e3d48-92d9-423c-b743-8dc0d00cbbc8 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:17.066215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.173450Z digest=sha256:531ac3b8352224fe2dfebd3edcf1ee6fcabe1fb9656b9b52c3dfd5d5cb0a2166

Observation 08a490d5-9ebb-4d0e-acec-cf42621384ee · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:17.057892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.176477Z digest=sha256:f97f188a0a9651d88780a783fbf8ec44bdbfc20f3a76f077d79fe598f14c254e

Observation ed88e861-066a-4055-81cb-95f3239e2257 · outbound

This paper cites and Knight, K.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey and Knight, K

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:17.049957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.179061Z digest=sha256:8b7a43bdf94834c0ebc39f5897ab15eca43ad0104173964812d95264537ae08d

Observation c48e15d3-d134-42c6-ad3f-33e00c9e63fa · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:17.041954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.182210Z digest=sha256:2b3c1e096d734dfeb8303500f037709468c98c69b73d03d2ce76c01430e186ff

Observation 74b4e907-ce29-495f-9ee2-7576b7d725a1 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:17.033283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.184808Z digest=sha256:214942afe99cb9a6e57f31671be215244187fbcf1a065ee56c893c0f169bfa6f

Observation f8263b7a-70f0-4a5e-a0c9-8e6e8a617c30 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:17.024992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.187249Z digest=sha256:d82b74c6c055d954a461945bf85de556e11f8d69ad019d2653cac17598cb47d1

Observation 6e367142-3014-4f88-b03a-8b1d2cca3e84 · outbound

This paper cites Combining pre-trained language models and structured knowledge.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Combining pre-trained language models and structured knowledge

Reference 15

Resolution
metadata mismatch
local_arxiv, observed 2026-08-12T13:14:16.515903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.189682Z digest=sha256:66d2a22e7d1bb56e9aeededca9c28b9d2111edd0930aab586b5461b8bfdd3178

Observation 079cac2c-8709-4877-a8e1-dff7b4990b0e · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey QLoRA: Efficient Finetuning of Quantized LLMs

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.192543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.192543Z digest=sha256:478e3ebe49c7bbc27a446daf48fd2d57e7197146b1466263904282eb81908dda

Observation 7041dbaa-d382-436a-8113-07e3343afbcb · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:17.016183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.196575Z digest=sha256:049e80ba872961f06d98b9d893dd21f03bfe366b9fa72b761d2c699c7200d3b7

Observation 9d1c825e-fb02-49eb-8b8d-03d3ec89fb1d · outbound

This paper cites Wizard of Wikipedia: Knowledge-Powered Conversational agents.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Wizard of Wikipedia: Knowledge-Powered Conversational agents

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.199434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.199434Z digest=sha256:83e4bd333379e65e34214c64a56700eee64535fcfe791de45696bef7ed39701e

Observation 99b5d41a-f429-4e91-90be-93df8ad77885 · outbound

This paper cites I., Leaman, R., and Lu, Z.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey I., Leaman, R., and Lu, Z

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:17.007244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.202723Z digest=sha256:cf930239608fbbdd40191bf87a33284173e43d643e9b7d3761201d38f745ad1f

Observation 8b520b40-68df-49f4-96f2-9d19c3a3fce7 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.998427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.206542Z digest=sha256:183dc77ddc536128ebe63b592c38d6e497a16e73533c650f31f79e060c3b30d7

Observation 1107faed-279d-43f9-b488-34b9db43de9b · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.988552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.209560Z digest=sha256:49e1bea2450c21726d5b9c82011dd2a389f55632fa38627a3e2fe01448f84d0a

Observation 70d73282-e1cd-4621-8023-535e49aa6ad7 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.979909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.212529Z digest=sha256:c76be95d272c0ef700c4ec1b168185cedb9bf884c7c5b894c494b96f32c4e2a4

Observation 1fe853d1-9e0a-4819-9201-9a6f7c9cb703 · outbound

This paper cites R., Usuyama, N., Liu, X., Naumann, T., Gao, J., and Poon, H.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey R., Usuyama, N., Liu, X., Naumann, T., Gao, J., and Poon, H

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.970709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.215692Z digest=sha256:5a3c5d58cdd72857a0a904d5965439b221e68a701b24643dd8cad7823beaee74

Observation 92ca569d-77aa-4e7b-a2b5-591400c6adee · outbound

This paper cites and Guo, Y.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey and Guo, Y

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.960657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.218567Z digest=sha256:d4de95f4d39187710ceb21672a5d30431b2a75a239b150c94e0fb2a486296814

Observation 87db976d-2a65-4409-b81f-9edea08c0eac · outbound

This paper cites Robust Transfer Learning with Pretrained Language Models through Adapters.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Robust Transfer Learning with Pretrained Language Models through Adapters

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.221534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.221534Z digest=sha256:a02908c0e2f66f3a9501017d7fd2b4c1cd39ac618f0811e08a42b12ccf0991fa

Observation 6f1a7466-fc46-4b51-952b-dfcad3a89fa0 · outbound

This paper cites Towards a Unified View of Parameter-Efficient Transfer Learning.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.224670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.224670Z digest=sha256:cc034d55a72396d542139839893a61399ea359c55dbcee18f42b8aa0eda0b4aa

Observation 62a57aa0-6e24-4837-a485-43fc76e6880a · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.951551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.227921Z digest=sha256:06e13e2cd85d40f6860e4be06dbe76f27451ac6991e4c74f9482fd31f4b39e16

Observation a678742b-d06d-4fcd-9e87-8ab2875d302f · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.941377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.231653Z digest=sha256:f7254a71a6c7c05b884e3a4dbfb38f35e5aea94dda858013dcbf870647256544

Observation 0f69f2c3-3f8b-4758-8944-ecca0b0a2de2 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.932563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.234529Z digest=sha256:f0165fa8535a36357f1b126f82bef1ff962d19217b9f1165abfa2a4603553eac

Observation 46e34518-0ac9-4a96-80c8-8fbf65b663b3 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.923632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.237559Z digest=sha256:60932c8f5f14c517bd09ef7105f7a9137f776b5d4787ef06a89950fe1dac7c27

Observation 95119658-f21d-4ee2-b324-7ad872ce7dc3 · outbound

This paper cites J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.240357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.240357Z digest=sha256:f5ee1edcf2568ffdd8199d07491602690958071abe9d4ab07ad1be243905b0bf

Observation aea0cb15-0467-47ed-9d90-86c56d75c4db · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.908978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.243326Z digest=sha256:67027628ffb03cbf579d6a8ad81a83e4f283b66d6049af3f1e70d8aebd68ee42

Observation 0ca9f3e4-ed2f-49e6-8abb-35606f2b627c · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.247069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.247069Z digest=sha256:bc2ebcc051feaf6a337aa5b65b124ddedae156776240992ae350bbfaed84488d

Observation ce63a40d-f691-4f8a-9b91-6307d8a5b09f · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.899915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.250869Z digest=sha256:c4870fc605263bf19c35cf4edadd1c7b61b6add1a25ff576e3bef1820bdb0c22

Observation 754c4334-6c79-4363-99b3-3605fc7c9392 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.891531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.253728Z digest=sha256:bd4211866be8845e5cac02e008f064316b2e772ef1eace38b51fc63b00161eb9

Observation dff5e8a4-f0d2-4f2a-bfda-695577289e7e · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.882300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.257517Z digest=sha256:08a2fcd8c493e2f86db9cbb693a1f9de1281cc0c74bae1a2b51d02662270e59f

Observation c994af3d-debe-43ff-9491-3ee63d1361de · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.873818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.260358Z digest=sha256:003cfccd2033a963230110f49c099c17103e1320960265c7437c9ed4f8e5630c

Observation a7f87e9a-12fa-4a25-a161-5c9dbfb71c2d · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.865087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.263360Z digest=sha256:9a9dd23630628b2f330d07910956af979a42334299d2048cfd79111e83e2660b

Observation 421f2377-4b4b-47d5-9eee-28292822cfe8 · outbound

This paper cites C., Aliane, H., and Guessoum, A.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey C., Aliane, H., and Guessoum, A

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.857043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.266790Z digest=sha256:f60133a10ed367f79ffbf78423cb6038344c59ce4e9151648cb7100b0fbe1f3f

Observation 5cf7da1e-727e-4cc0-a4fd-d130ac2327a9 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.848830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.269317Z digest=sha256:21bd1e798a69042a5312165df1bca75fe663abdb9f5f2fe5124d81bd1d8dbf45

Observation 8679b0f8-82c2-4c1b-a1ea-5f7b9c1ab676 · outbound

This paper cites M., Zhai, C., and Ji, H.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey M., Zhai, C., and Ji, H

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.840239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.271916Z digest=sha256:df7d0597101d35de2cc8b87846fe58dc6336c7dbab0b60748a38f7a52131d5f1

Observation 661738fd-e2c3-4843-a31b-ac53c666a14f · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.832387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.274428Z digest=sha256:154625f2ab8b13351ab22b9c7e56eba56ef4352b91afe9a6b56b5c9aa3be9117

Observation 3e259e9d-6f9a-43b9-ab57-5f0527dfc756 · outbound

This paper cites H., and Kang, J.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey H., and Kang, J

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.822835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.277071Z digest=sha256:8cce8cb32fbd7974255f93eea684fd2ffab8bb627b2429494d10852066d69800

Observation a89fec80-e23e-4571-bf23-bfc6d3d046ab · outbound

This paper cites N., Chai Sim, K., Zhang, Y., Han, W., Strohman, T., and Beaufays, F.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey N., Chai Sim, K., Zhang, Y., Han, W., Strohman, T., and Beaufays, F

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.814311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.279882Z digest=sha256:618978c03290e34509b3599dcd4e54f30a3e29d1740c5c983f85533ce9a57641

Observation b2a7319a-797e-4167-ae1a-a1e63aaf150a · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.805089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.282523Z digest=sha256:af7787fc8d9ba90cf948e682829345c3aa914598c76bb7da9795f49e9b84e13e

Observation 83c3686f-cd56-4e71-9fe2-fb8ba7b22b9b · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.797037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.285210Z digest=sha256:224a2e620a1c36003ee2cbb92996683712c4b65869ab7307291b29dabc78e7ae

Observation 5bed98ee-020a-4b5f-8085-51065fee452e · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.789251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.288137Z digest=sha256:9479d658fd0e38a5595559541dd9a7005142113021816330500461baf6a5371f

Observation bd0da0bd-b4ae-4e7c-9e63-920483008a62 · outbound

This paper cites M., and Korhonen, A.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey M., and Korhonen, A

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.781014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.291190Z digest=sha256:2e1a60ea4301ad59d95805259832607cabd10bd53ad41f0e25c2f19660f695de

Observation 80dafbb6-d0c5-4cd6-a58d-e79e1f76f7a5 · outbound

This paper cites Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT

Reference 49

Resolution
metadata mismatch
local_arxiv, observed 2026-08-12T13:14:16.462784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.294243Z digest=sha256:24b6eee9daeff28ab59f3472bd394b77d1fe83b783d2e89495665a1bdb08d2d4

Observation f4545b09-fe6b-406d-8e43-f9f8280e3018 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.772626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.297929Z digest=sha256:2e3121c331378c0ff61b569aef493668813aaf428fc438e1a3da791d19157503

Observation d21bcc09-1b74-4a26-be7c-26e78b178683 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.763752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.300919Z digest=sha256:ceb08a0a25e8fb0dc19c857534e77fbc3b0bbdafe667765659e1c3cae2710f90

Observation a1379f42-3e65-4a6e-ba1d-50fb4e9143f2 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.755214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.304182Z digest=sha256:7b620d4d82821280ad1b2b6174b55c5c556e2ef04cfbf32c326d48db8548d1eb

Observation d55c9d5b-f291-420e-aa5c-cee517e03f20 · outbound

This paper cites Language Models as Knowledge Bases?.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Language Models as Knowledge Bases?

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.307385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.307385Z digest=sha256:ef1c35e067305d8b2922b1feb1dd90a11fffa24a3a7e8be7faebf36349df5505

Observation 97993a50-22e9-461c-8b4c-202a0b634ae7 · outbound

This paper cites AdapterFusion: Non-Destructive Task Composition for Transfer Learning.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey AdapterFusion: Non-Destructive Task Composition for Transfer Learning

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.310562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.310562Z digest=sha256:48c30387abc100980c2ff9a7d215fa9e97f0a721a36392e81dd3fb3160fc9bce

Observation 6566ba71-ad66-4403-a6be-850b246d8a3a · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.746609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.314331Z digest=sha256:bbb4d7f8289066007d94c4ec53af3b92b1dc33df67032dfbf33f60e92fa17f84

Observation 5d3ee219-ac29-42b3-a333-eb96c8322ea0 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.738656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.318014Z digest=sha256:4096fff36013082cb02ef908ef6dad193f3b7fe4d96cedc43c202cda46b229fc

Observation 5b883ed9-10f9-416d-8983-7e452efe07f9 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.730926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.321220Z digest=sha256:5daf4a555f6b2524358388ed300de918a8e43ffc36e0cc7ba0870ed1c008ee9d

Observation 3cf7885a-e314-4352-babb-0798d717c582 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.722595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.324335Z digest=sha256:ee233eb945d0dc521e395deb0d354ccc4367afe305c80360bc77546db133fcca

Observation dbb83fdf-8989-48ee-bca2-4201af3676e0 · outbound

This paper cites and Shivade, C.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey and Shivade, C

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.714545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.327341Z digest=sha256:928eec26fb5742b291ece9309022e782328bc6830fa0e8e9772f0cb663ea4f75

Observation 29c3ae95-253e-43e5-9096-ddb654580013 · outbound

This paper cites Knowledge-Aware Language Model Pretraining.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Knowledge-Aware Language Model Pretraining

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.330346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.330346Z digest=sha256:125fca8480fb841e1dc100dcd834f4156710e272b85669c9390b8e543d558e91

Observation b0edb5b3-0b85-4e30-b7e8-5fbeb264d057 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.706371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.333518Z digest=sha256:b45866e7286725cd280587cb53be0c365c9054c436c675aab99df864924cfd62

Observation e238d2ad-3c1a-4753-8299-c8ca12d43c67 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.697696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.336542Z digest=sha256:3f7a423278347ec0b5b8b49f268aab6f95636bbd2cac58a779210fc63f5bba58

Observation 6da8031a-f685-4c5c-80b0-766325c88d25 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.688279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.339534Z digest=sha256:33b1fea72b48d7e23adbfc24ec220be62ccd01359485f8e477153833772daee9

Observation 26465e59-371e-409a-b161-b0c5e94ef6ee · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.680516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.342525Z digest=sha256:e899b76aabce6fc4306dc7c6a35ad506fd09aa62604690ae029049e68a4632ed

Observation f87d2365-8dd4-464f-a13a-c20c18ad1bf5 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.672194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.345468Z digest=sha256:80d7f968678ee0223db3fd6d36a010cafbcc6b089ccd3adacd2b5ada18e52e57

Observation 5f2b6313-3ae3-42f4-b56a-d98550320604 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.663962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.348276Z digest=sha256:aa6e30ea6e63957c044c9b827d915ad343b4a1594f528c418a7187a1c74495a8

Observation 80c8a1b4-16cc-4b46-8283-24b1577f5254 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.654336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.352020Z digest=sha256:707cac4b0faf8799003b331a643a368e13cdbb198f2bf82b565c6dbafffc5a03

Observation a76e27a7-5b60-4d74-9a62-ddec3c4c6f0c · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.646005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.355260Z digest=sha256:a0cba12839db91b169b65a908301a340ef730cf622539e0bdd4b0e0ea9a45654

Observation 15fbeb36-e3bc-4552-a7f3-98c21a125ead · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.637890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.358506Z digest=sha256:d07e8660e8922b59e51551033c03b27bffc271cc6840f1f0a73148b4af32b5b6

Observation 5b8df670-e6d6-4d24-97e9-742b9f6c2f96 · outbound

This paper cites M., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey M., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.629484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.361312Z digest=sha256:ffb9f1756dec2800b8ae2879c3f0c5bf36f22b26391909dd72bc7891e134699c

Observation d65e0083-df4c-45d3-b95e-4e588c313711 · outbound

This paper cites L., Mart \' nez Lorenzo, A.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey L., Mart \' nez Lorenzo, A

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.620223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.363833Z digest=sha256:9e73ce8fd7fb5aa52b49edf01833e6069a3c0dcecf5585f8206456af5d352a26

Observation 2b742abc-f045-4b08-b111-1ae6a539a9d7 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.610690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.366303Z digest=sha256:38d8431b68187793f4caf55cfb1ddcbdca3fc10b755205e11fff861a13fb7f97

Observation 937e5877-970f-4983-85a5-29961452d46d · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.601773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.368945Z digest=sha256:a58942646196659abbbcf7e35ee1dc4c9f367812c4c80d873fd050a23cbc8985

Observation e10c3372-c85f-47d2-b1b7-a3bcfb222ea8 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.591689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.371476Z digest=sha256:8c9007264a0c588cdd1bf2ed0ba23ebdae6f065c3bfbf1490ca97ffb9b42f769

Observation f3d02019-84c1-430e-8c2a-18ad99f312e8 · outbound

This paper cites Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-12T13:14:16.374358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T13:14:16.374358Z digest=sha256:e9c34afdaa680daaa0741bd07767cde6ca699d679ab8f9d81e69b01be81185d2

Observation 4a11c3cf-293b-4f8d-aec5-03578b5303c0 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.583246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.377413Z digest=sha256:bde278a3cde82c79ee1632fb963ce9cf629e653bea2e5c8a4d69ec3418e993c8

Observation aaa705c7-2e43-483b-98aa-4b8ea5323f64 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.573393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.380063Z digest=sha256:7df119c6a21ac4655814909abdec7f1a200aebb983da188f60d141da305d3f7f

Observation f27f3985-0411-4a09-8bf6-270e1df3651b · outbound

This paper cites A., Tiwari, P., and Ananiadou, S.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey A., Tiwari, P., and Ananiadou, S

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.564144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.382543Z digest=sha256:f6a74aa1c3c39f9b5309e3921be443f053c9c8b60ad8c2d66e1020530eb1d5ac

Observation 13466641-47c6-4e2c-8599-3c79f8278cd8 · outbound

This paper cites I., Madotto, A., Su, D., and Fung, P.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey I., Madotto, A., Su, D., and Fung, P

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.554327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.385482Z digest=sha256:a4ca1b093a1db268979aa63278b325ddadf88e0d333d9278f828382f445d483c

Observation 3a9e7b4a-7efa-46a5-aa87-e8fb5e2d4713 · outbound

This paper cites and Yang, Y.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey and Yang, Y

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:14:16.544413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.388670Z digest=sha256:ac0613818c9229df0173ebe480441aa501e0a7a91590772c561e36140baa5b19

Observation c7ff2f6b-b12d-4604-bf77-8e438d84ef49 · outbound

This paper cites an unresolved cited work.

Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-12T13:14:16.534486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-12T13:14:16.392373Z digest=sha256:32f36fe35946bc77e540a557400ee375457a2087b09713f91dfce1bf7c9463ea

Pith citing papers

No inbound Pith citation observations are available.