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Paper Citation Record · LEDGER

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning

As of 22 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2507.03047.

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

pith.paper-citation-record.v1
2507.03047 v2

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:32:10.307936Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

67 of 67 outbound references displayed

  • verified exact1
  • verified fuzzy9
  • unresolved57
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d6300ab4-d41c-4c75-9c9e-d2848b7174e6 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.917798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 3a3698f6-936c-4726-82ff-74ab651a56dc · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.908530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:04.891310Z digest=sha256:a372f880df1eed8addb23ca05ac60684ac8c5a4b3ecee85921ddff88e7c92aae

Observation cba75ddc-6691-49d8-8e28-86700a9c9a44 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.899460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:05.065035Z digest=sha256:f982513c6952a37fea847a2c20d2dc0f304de1079f5bf019c1bda365f6c68036

Observation e98a83cd-3bbf-4c31-a809-afe28dd48033 · outbound

This paper cites A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:05.221986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:05.221986Z digest=sha256:fa1fff138a4f89f6884c57832dd9a7a764822c857f3a3f3f736235aa3af46cfa

Observation 58689e22-402b-4b97-9f4f-a7adc7043c04 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:05.335020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:05.335020Z digest=sha256:cd82a994cc89b5284c9396a285a2fd7d8bd6ab03c65898df85920f81d70948a3

Observation b5f52dfc-1e4d-4c24-9974-2b4e46354887 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.875456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:05.671649Z digest=sha256:a7c2be7734e4f974c08677bd6adbfff7117cd5698a2e10f872455938538b488f

Observation ec7641d1-fe05-4d93-ae53-27a1aa39f521 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.866898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:05.822957Z digest=sha256:5c8dcfc833fbc6ceae9d6395a11e9de85d66044d74223791a3cf94c1177cd358

Observation 69f11edc-a340-45e3-a948-0cb965c0a1fc · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.858357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:05.916849Z digest=sha256:7bc0a4846fe8be56e107713ca1ef3df2439d18950104886ba72a22596d57f6f2

Observation 4fb5c98e-c76a-444b-8c34-0a124dd4587d · outbound

This paper cites Chi, and Minmin Chen.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Chi, and Minmin Chen

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:32:15.849341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:06.034537Z digest=sha256:a572fb5c68fb8b7e536a0b7b512c7f1863aa71b28b58ef6b5dd1121b68b92bff

Observation 5a5ea948-e1c1-480e-ab81-468b17981ee1 · outbound

This paper cites Improve Temporal Awareness of LLMs for Sequential Recommendation.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Improve Temporal Awareness of LLMs for Sequential Recommendation

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:32:10.575909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:06.123602Z digest=sha256:b9b2262212d58a6d4c26512ad8a8826e87075c1a344eae56353044bf450940ac

Observation 91364ed9-d5b9-43c4-8201-02b003692008 · outbound

This paper cites Taylor, and Bill Ramsey.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Taylor, and Bill Ramsey

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:32:15.840620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:06.302939Z digest=sha256:995dd2df01a484c51adfae089af6b95cf93cb9b3e40a56b40e36490dcbff6370

Observation 0596edba-bd04-4860-af39-1ee83ffe4f7f · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.831196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:06.345123Z digest=sha256:88767651f4a4bcce51651ecdf94829a8baf313fb17031c98cd0803f49ea17bae

Observation 6044b329-9574-475b-ab59-4a107bb1ac08 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.821412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:06.435995Z digest=sha256:807ee68347af7d994d8eb02cfad01c58305b0fc303c128ed05c8b99de5b20713

Observation cc95cf48-6f92-4f3c-b1f4-3b19e3b6fa53 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.812718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:06.474996Z digest=sha256:fd5def8ed33806303c34c1844eaae2855f31c00467343e338c61d8570764fb25

Observation c6f51fb3-2e41-4424-9d31-aac3024fb3fb · outbound

This paper cites The Llama 3 Herd of Models.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning The Llama 3 Herd of Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:06.521078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:06.521078Z digest=sha256:dc68874a1b78a95adebe76151b4e58a0588ed9682557341d2c885720c91c3709

Observation 4d6073be-3bca-4c1f-92cb-3c651641d108 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.802747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:06.594263Z digest=sha256:8063efcbc1f1c0481456557240cbe9bfc957aab497c21995032add7f35011304

Observation 6979ac4f-cd17-456f-95c7-659b7cff98c8 · outbound

This paper cites Recommender Systems in the Era of Large Language Models (LLMs).

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Recommender Systems in the Era of Large Language Models (LLMs)

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:06.674498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:06.674498Z digest=sha256:71c2717ded24c4085a387d07dcfbb8aa7b27b2e27ab73780aec59ef86ffdf956

Observation 0d51dbdc-add3-43a9-ba82-da6429773ee0 · outbound

This paper cites Fenton, Martin Neil, and Anthony C.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Fenton, Martin Neil, and Anthony C

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:32:15.793559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:06.737847Z digest=sha256:b439e49219a7b11e711c36a15bf540c400fd12505df60f4603b0ca1af3af3186

Observation cf391535-3a0f-4900-95bf-1b0d85f1a6a9 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.784211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:06.835239Z digest=sha256:73e699fbacc95421962ae41ed05aae8e7baefe647b365a305ab0c22217e0e4a5

Observation fb401341-72af-434c-8131-b93f1fd46287 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:06.911362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:06.911362Z digest=sha256:538bc0f66ed3ac935dc4dfe3dc5a10f03b9947e52c7563210dfd3a137f8514bc

Observation b15286f0-e6df-4a26-9b81-854ff2c84f31 · outbound

This paper cites McAuley, and Wayne Xin Zhao.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning McAuley, and Wayne Xin Zhao

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:32:15.763430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:07.062948Z digest=sha256:84b89b1e82191d7b15d0d983721f8896522a2a329355e0af7fc97098df365a4b

Observation d864e1b9-e849-4200-b6d5-2d20a910bb53 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:32:15.754391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:07.135757Z digest=sha256:53aa98ba8134995ea5c684591c0417db5644504f872adc94c658cb541dfc76db

Observation facaade4-7a95-4055-a5b3-be35edf6cb84 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.744158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:07.229765Z digest=sha256:49ed1cc39bced1c10a999589db27a9136bf8dc949a3a1e962714da6f792245db

Observation a6849145-7f37-4a0d-8bdb-965ec313262e · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.734445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:07.298936Z digest=sha256:750501b1b425dd5a876200b7f2199a8b746735748b4c8442e85127c1d51152f2

Observation b83d5529-8937-49ff-bec0-e4a1d1f05df6 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.653834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:07.379386Z digest=sha256:ce5d7187aa453c04cc5a669f473b532c017b74a2e9e2d07d964d2cfb48837e1a

Observation 5875e0e0-774f-4114-9754-7390c20baebd · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.525168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:07.472287Z digest=sha256:5e8856cacfd5f66487ba3ce3006183b6a8d45054fd8efa2aa3351fed5a9aa3e1

Observation 7b50f6c0-3850-4100-9469-44cadc6e242c · outbound

This paper cites Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:07.568303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:07.568303Z digest=sha256:c71ea53f25f63aabe21e4ea4d1672ca0f72fa0701405d193e70d1f44f638b9bd

Observation 0da04fec-a1f7-424f-99ea-edecad778869 · outbound

This paper cites E4SRec: An Elegant Effective Efficient Extensible Solution of Large Language Models for Sequential Recommendation.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning E4SRec: An Elegant Effective Efficient Extensible Solution of Large Language Models for Sequential Recommendation

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:07.656687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:07.656687Z digest=sha256:ef09f270b819c007100b5f0f3f9fe5376f0a5f818ed296c298a1f65294776276

Observation 0693049a-5745-4c02-b48f-716399da0427 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.411794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:07.726036Z digest=sha256:37d9f678ab38833b670398d838ec01d3c998f3324d1213f34855ba0149b934e4

Observation 25a48c65-88c7-41ae-9f63-722de5a243d1 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:07.947040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:07.947040Z digest=sha256:349866e050d7a9644ea1bfc05142baafda4f52acbaf7bc97b89b9801d716565d

Observation efc886e2-5551-4c8e-88b8-184d078126bf · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.187376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:08.099419Z digest=sha256:b3dd71de45c982d9d9e6e569641e7ca5bb5aea1c4a87ec4749317fd44d0a210d

Observation 08977a78-b282-4bbe-afd1-4956be3d4d87 · outbound

This paper cites Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:07.897246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:07.897246Z digest=sha256:a637f2dae0ec577e42b68522abc00acb2a109e92b2a9902f0f7aca60e53ed3a5

Observation 35805832-2c9f-405e-b587-b7215d3b8937 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:14.829808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:08.296318Z digest=sha256:702eb12a17d9a7a07056133caa69c4e200768f9752eb98258c34581bb5e02a1a

Observation 10b96b4d-8fd3-4b1c-964f-fe0e1812fd4e · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:14.589867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:08.337503Z digest=sha256:f02a97f29e8213334c9645489268f93790fdcb5cc21643d23e129288fbcfd2df

Observation 6782cef0-ad3e-47da-8cd9-e295055a6f98 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:08.391481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:08.391481Z digest=sha256:f380f3543a79f9f0e7fc82ca521792929ef73a600a7400bbb9e55d77c93e2fc6

Observation a34a46dd-9734-4dcd-8a57-f219f13c3b1f · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.026437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:08.217770Z digest=sha256:d60573bdb9433a58b561bb447825c9a0370651c4b9b5ee4b4d4716b2f6e1a852

Observation 68ae1f35-75ae-4f02-9795-6d8167345f12 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:08.503391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:08.503391Z digest=sha256:7adc3db10e2451ddab5ac251c22d3b14673ddaa5351e50c21f77797b2a946a3f

Observation 623a5989-5100-4acc-9119-f3eef01749fa · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:08.537777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:08.537777Z digest=sha256:e96c2347c88d5f39b4140c7655b9ec291ef1b96eaecd10bb6146e5519e204eaf

Observation 6da0d388-ae68-424d-bc34-4b4a6f2cea6b · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:14.346140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:08.595760Z digest=sha256:02bbbc778fa0e9ab81ce8ab4c14de9a9ab81f3ce946ce2ee50054e0dce86b449

Observation c5d1fb53-4586-4c73-81fe-88ccb2db5e50 · outbound

This paper cites Tran, Jonah Samost, Maciej Kula, Ed H.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Tran, Jonah Samost, Maciej Kula, Ed H

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:08.439154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:08.439154Z digest=sha256:ad999bdff76d156ed3e3ca38dcd56244108132e4e1531ea1c1960e788e452aa1

Observation 04fc6fac-2829-49a5-a065-37e59925b274 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:08.733768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:08.733768Z digest=sha256:079bbe24fc5bc67e0707561b0d46871dfd8d4fed2f50a59208efc7c417fc86c6

Observation 79b96df4-7020-407c-861f-68f7fcfa8142 · outbound

This paper cites Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:08.791151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:08.791151Z digest=sha256:1f5602b0ba0b6d6a1a8ebc2caf276a2874b67679dff6ec4da70bdf15747560bc

Observation 862ac969-d609-4c25-8360-bbba762857d5 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:13.938504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:08.871143Z digest=sha256:6ea9c0a775d9b85b12fbbb6d5767513c26f776b6c92adb6b579a084de2134f2b

Observation 6cd2a81f-6a98-40cf-beff-9be011a93906 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:14.225849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:08.671325Z digest=sha256:11fe660d794799fe8eb16235bf491d52dfb4ec672ac0d34a359f4d7b06877f72

Observation 766588f3-539b-4e71-936e-26ec3b9b5a73 · outbound

This paper cites Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, and William Fedus.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, and William Fedus

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:32:13.412421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:09.022586Z digest=sha256:353e53d95f928f3769d36def401b7234f2671b4344a0f91e5c735b62050605ec

Observation 6c5bd45c-1147-472d-8c03-145847c1f576 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:13.234417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:09.073620Z digest=sha256:5dae7e2552318d8b1312c6c18df1ba05aa08be7ba06b947367bdbe30ae021b81

Observation 69d75399-ebca-41a1-a628-62dc724afdb5 · outbound

This paper cites A Survey on Large Language Models for Recommendation.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning A Survey on Large Language Models for Recommendation

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:09.149323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:09.149323Z digest=sha256:8c857fa582d1e18c7df552c22f23aea4fd8050b9d73b2b1690620ff883897f80

Observation 28b6b502-83ae-48ef-b6bf-786333639136 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:08.935339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:08.935339Z digest=sha256:02b73011a55a542ea5fdf4e3778eb99e7e7ad068a4d9ddd367b94a2b4ef51e6e

Observation 7b3d0ac9-ab7a-4edb-ad16-44b26dc8adfc · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:12.793058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:09.252314Z digest=sha256:059356abb0f83c434804de039cee4fa8436f15324e74b1b6b7c3ddf80a7d88a0

Observation 949a241a-597c-49f9-9aac-9e85ed9617e9 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:12.612568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:09.321062Z digest=sha256:1532be6275862c4c6e9bebed913a55f2b6482d6a1f2d730735a4f4516e9fd447

Observation f3d3c597-11e8-4b8f-b67b-b342d722c2d3 · outbound

This paper cites Large Language Model Can Interpret Latent Space of Sequential Recommender.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Large Language Model Can Interpret Latent Space of Sequential Recommender

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:09.430825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:09.430825Z digest=sha256:26ed0cfa115c41bf65ee9a44645eba02825218c6d87322e0a652ca0a1a4f42cd

Observation 893c1045-e046-4893-a8e9-0732b91a55d8 · outbound

This paper cites Jose, and Xiangnan He.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Jose, and Xiangnan He

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:09.491069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:09.491069Z digest=sha256:6316e10a150b8d54a70ac02f39a51d64f9f40d2aa1193c72d08f8a5d2084149b

Observation e197e14e-bc2f-4a2f-9c8c-8ed9d25b51c0 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:12.996611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:09.195104Z digest=sha256:5c7bd86cb0e9ca47e025100238917b9541f7b166bf2d54541061636b19920cae

Observation 402d4aa2-b136-48fa-a485-bb78533630c6 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:11.868588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:09.625458Z digest=sha256:85a1a41c9775767c3fb575cae0a7920426296f433dda8bb7f8a1fd86a9c6a1ae

Observation 0c7cffed-5245-4a94-ae7c-d604419eee98 · outbound

This paper cites Sheng, Jiajie Xu, De- qing Wang, Guanfeng Liu, and Xiaofang Zhou.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Sheng, Jiajie Xu, De- qing Wang, Guanfeng Liu, and Xiaofang Zhou

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:32:11.677469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:09.733414Z digest=sha256:a877a166f5df838ade716c0a9899d8f14c1cacc1be92afc14bf05b4e838e7423

Observation db467b1b-6fa5-4ad1-b387-994b0a31725c · outbound

This paper cites Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:09.819312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:09.819312Z digest=sha256:a557e33270e4887f08c8a8bd874d11466b154112c820bbc8f948655b7236ee55

Observation 92261477-daa2-42c7-94c8-076f6a0fe6ff · outbound

This paper cites A Survey of Large Language Models.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning A Survey of Large Language Models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:09.934201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:09.934201Z digest=sha256:0f52717c01e457cc71ad7a7d31c7e243eb173562b33f0fd06b8a173ff9c28ee0

Observation 9394e7fb-7d0e-4fa0-9952-349aaacb6a0d · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:11.342558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:09.984615Z digest=sha256:66956fb4f9fb1edf92f68d6f801a19694e0fa949f19a283d53b59c7359ee4858

Observation 8ab5660c-4169-4027-bb3b-ad92d698df62 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:12.133178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:09.559991Z digest=sha256:bfb4921752ade827f1acc7c5849b0d45d2e3e94ac88bccc9417ccc26722fbac2

Observation bea55598-804a-4dc8-a8f1-4482291b0b1e · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:10.919765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:10.191492Z digest=sha256:bd2d926db72bb06ae8016140cccfc79d78e62bc40d4a6ff6b4a3c92de61893e4

Observation 009b35ef-4795-48c3-80df-c10b6c413629 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:10.732204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:10.307936Z digest=sha256:33c5821fb56913f6aefaf2698f9b2d30679cd44b73fe97d68d70becbd28952e3

Observation 55fb214a-d67f-4094-a14a-ed9e2f29404e · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:11.124320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:10.065274Z digest=sha256:9d922f1b27e71f286d495d7b317a73658da69314118fe6f12170cde886aa9952

Observation 30e5eccc-d3e2-47df-87f8-54cfb699c88d · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-06T20:32:07.001122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:32:07.001122Z digest=sha256:db2c9967e832b9bc49f5e20db03b8f44dca8312594abe1c138638a2d4714aa02

Observation c619cb8e-5722-49c1-8149-81075693ee77 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 2019

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:12.361768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:09.371404Z digest=sha256:e0ad3e9a7a3be143eaebc35e9650f38d9ef7681b4e22aad610bae71cff624018

Observation e3389a7d-3190-4217-bdaf-e3eec5371ef1 · outbound

This paper cites In SIGIR.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning In SIGIR

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:32:13.625286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:08.980630Z digest=sha256:557024c1641074ae9aa7b952a4d2376fd598e99f6713acd051c401f415936fbd

Observation 7dce638b-c2bb-4309-8482-7f530b98ebfd · outbound

This paper cites In RecSys.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning In RecSys

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:32:15.884524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:05.524776Z digest=sha256:4fd5f628cd65667ebd7c137d2ea82961b5957ac9b6d2e3163e8ad4525821d072

Observation ab881b14-5f0f-4d81-8ef7-6f4d9df4fed6 · outbound

This paper cites an unresolved cited work.

Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:32:15.247497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:32:08.012645Z digest=sha256:dfe0712e19f26e6771e856b8522bc9d6a638d823521a3f20046a8fcfb4f2f592

Pith citing papers

No inbound Pith citation observations are available.