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Paper Citation Record · LEDGER

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation

As of 7 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2607.27789.

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

pith.paper-citation-record.v1
2607.27789 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:28:22.940520Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

56 of 56 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved56
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 13a1926d-c069-4b16-a7c5-14a9815a4b71 · outbound

This paper cites LLM-based User Profile Management for Recommender System.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation LLM-based User Profile Management for Recommender System

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:18.719179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:18.719179Z digest=sha256:c58d2511426ec449aff5ab7f7cdb0ea50277039c605f797e281568514a68e6dd

Observation 09496fdf-8a5d-40cf-8162-3bf9709ef07f · outbound

This paper cites HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:18.843232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:18.843232Z digest=sha256:6b8fb72bfa497df06dff89fd907b7d265780866c454d7775161239c29d658e0c

Observation dba6d589-12c3-444a-95ab-3402d55abe98 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:18.929764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:18.929764Z digest=sha256:aecf4ceb0afc19ce7721533baef558f2c1f1548482cb43896b90e05dae79608e

Observation 216357cd-c59c-4d40-9931-f2bdf5d6269b · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:18.993848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:18.993848Z digest=sha256:98e51d1b226f42e13ecfc4ec6f1b8572b04f94c8a71cc80c02934c48b0158fac

Observation 003f4ede-da2a-4a40-8f49-58019dcf85d8 · outbound

This paper cites OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.050701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.050701Z digest=sha256:b9037b7b0e0a786147e3f78e89afc584ab285d2281f37a9a7f77c1c3fd5c1163

Observation 468cbec0-b0dd-4fe8-8a12-c77842360832 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.107407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.107407Z digest=sha256:3db2c552e1d6420db1fc663930f77610b8cc3fc20a7017d21a9984810aeb8788

Observation b46be3a2-ad5f-4961-9971-8f63ceaa8f06 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.164582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.164582Z digest=sha256:1dd90cd1d0878348914620a276632efb771d81dae72e14c34e70b20a70ba3d87

Observation 4a058b17-3eaa-49d3-a4dd-d0c536d99b3a · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.306941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.306941Z digest=sha256:9ca109e9ec7d533d929be7da90b0190f9d030ce5f1e1bd6307509f21109af8cc

Observation c73b65ed-403e-45ed-bb08-fed617c28cae · outbound

This paper cites ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.362832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.362832Z digest=sha256:ecd1642467eedfe0244f390bec6b25f3bffd7e907bcb9d0e8527f58a1261bb0e

Observation b6cdebb1-4d46-4aa8-92b5-6991c7902e11 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.444152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.444152Z digest=sha256:f68790f48bb89d85246f9362c676b397a79c52d5411f0066ab3b3f85d33f8350

Observation 9f3a0f3d-0072-4356-88ec-292568fb1311 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.498460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.498460Z digest=sha256:2d2425b775fbbba0e7a9d13f4f61b2c3579f80cbe272135b3fe7e1794f3dcbb0

Observation 0fba830c-363c-4b6b-ae21-70ec825da1c0 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.523849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.523849Z digest=sha256:b4e4cdd3c62be08c58b962a47242ccac9a850b11c1cbf3d7a77d2940f798949d

Observation 960068ab-2686-46cc-848d-ad5e58545f6d · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.578068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.578068Z digest=sha256:02c0617f9dbf4d6dffeff2bcb336c7bca17b4d42b8158227738613317dda88b2

Observation 4fcba3ba-1b7f-4432-a37d-f33b1b100524 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.632383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.632383Z digest=sha256:b6bae99ab26c7581c684a19bc707a3e8ee8b33c2fc8b74c9bd1edff586023fea

Observation 89f5c3bd-922e-4f95-8a13-fbc5693fce61 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.714191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.714191Z digest=sha256:d1f3f088c3e7909d13a1c614db39450245a6febd68b5a308d161056a581726d5

Observation fe3d571f-bf36-4ec9-aac9-7b4bcd1e154b · outbound

This paper cites LARES: Latent Reasoning for Sequential Recommendation.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation LARES: Latent Reasoning for Sequential Recommendation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.857772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.857772Z digest=sha256:158ca58eae4282818fa08fc32f236889846f4a4b2b98ed97ccd6de1cd7f71887

Observation 371bfd12-fc97-416d-bd3f-d63780502ef7 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.914561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.914561Z digest=sha256:db23c8eb4f639317711122c5d57d551e3868cc189a4f90d426320c7e307faec4

Observation 792e865d-334d-4d0f-b8a7-8a7b90fd6abb · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.971270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.971270Z digest=sha256:00c9c17dda31e96cc616f9220072e7da57b6574bdafbe605de236189a00b03ba

Observation 88f2a73e-e200-4d59-9e20-aa4bd6f84375 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:20.052810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:20.052810Z digest=sha256:ca07e0a502273b3c7187be6dd345dff3b9a4838e45883a6fd20f1a17a380f137

Observation 753dd738-3dd2-4dd0-b7f3-a3c39410a056 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:20.083130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:20.083130Z digest=sha256:7f418c8668e5b4be20b7fcdf19372082788f081413531ecb31447d846172d2f2

Observation 37db1403-5744-4145-a2cf-28fc8348f0b2 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:19.999949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:19.999949Z digest=sha256:5ae7f9b51b94fb2ade1cf748ead18b6fa12d12031ff55eb71a7c71a0030b427b

Observation 5895a8a1-f752-48e8-b807-369245e17275 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:20.276915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:20.276915Z digest=sha256:b5928c0569f86489baf00764a478bdb6c55202e9939bef05a74310fb87783a7d

Observation edae3804-7da6-474c-bdee-d758cdea34cd · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:20.410311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:20.410311Z digest=sha256:ceff24a2c895d50c07c4bb3cc2564a7ccb6ee407bb0c81248e07e56470b3c70e

Observation 7c3c5e18-96cf-464c-9a1f-201d88ae94a0 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:20.585220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:20.585220Z digest=sha256:68a09e7821ffe9a05347f20ea06520858cbdcbbc9cda5a14a89c1e24b252596f

Observation ddc3909c-679a-458d-8eb4-3bc4fbd7d196 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:20.219314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:20.219314Z digest=sha256:7be3c09ed8a9f60018f323841f8ae4f292f68e7620f6ff9d36e0055f008a68ef

Observation 07b1f25e-65e0-4aa9-b4ac-36f5f88535a7 · outbound

This paper cites SAGER: Self-Evolving User Policy Skills for Recommendation Agent.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation SAGER: Self-Evolving User Policy Skills for Recommendation Agent

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:20.918296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:20.918296Z digest=sha256:a3d4a4bcafd5842b641e83d27d45ced8f70c6a44f7e29dd2ebe5057f19df77b6

Observation 50a58352-1c1a-474a-9857-5b0d4f0150b3 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:21.016460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:21.016460Z digest=sha256:a26504779bea11a240f0764e6e5d2d2031a75a1826f1ba4ca8bc5bb547dd8bb6

Observation b5a95180-92a0-4785-9fe6-242ee9e28173 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:21.162980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:21.162980Z digest=sha256:3eba8d932325523f0dd543d54e37b902fd7a6dd8f6dbaf89afe9691140626780

Observation f5bcb803-c8f6-4574-8ae8-b2ed30bfa53f · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:21.328098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:21.328098Z digest=sha256:85f0228a668d76bb73beb27526d3f7e20674f440f54fc7f56cb610ed621efd3b

Observation 87a542ca-502f-4fde-87ca-f34aa7ef27ed · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:21.463928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:21.463928Z digest=sha256:9d810e446352fccd94796c37f1d946537f130e88cdae87e18d4e8c20cd456b9c

Observation fd8799ab-f785-4eec-ad26-b15a6a34f5c3 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:20.738328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:20.738328Z digest=sha256:e334d5d8d5589efe86052333d0961ea87d1bb0b4382944c2fc14bf8f77a07bd4

Observation f7a3c6d2-a29c-4fdf-91cf-a6a5aae3bf2b · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:21.654966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:21.654966Z digest=sha256:c690f3c450d672a1a7acb3d8f595879aae9502acd9b81f81168aeb7d602195bc

Observation 9466f504-6b9f-4cd8-b69e-019ad1d511e4 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:21.734296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:21.734296Z digest=sha256:efab50b47129b84640eefceb7dbb6d26a7d886fc13c1cbea3011275e4e1ec969

Observation 0e51896b-5022-4a5e-ae01-e4d4dd8343de · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:21.784493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:21.784493Z digest=sha256:fe63da9da9a65dbc3f37046eb5431cd3b030b37dbf89357f63e3a727154ce40a

Observation 570cd72e-323a-4557-8097-d8b905f1b04f · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:21.869022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:21.869022Z digest=sha256:3be401dcacb7f2c28f6307306e97505f6cc5baffc1c9d00a449f8ca771103972

Observation 1d55cdc4-e7e1-4f83-88ba-43595be685bc · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:21.950233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:21.950233Z digest=sha256:c78f5635212f01aed0a3b35680cc144550d1adfbae590d802f02395ac051f521

Observation 8fc6344a-1fac-4fc9-bdf6-753be8bfef6a · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:21.612328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:21.612328Z digest=sha256:4b7c9b87c317641bcee7857a2f60fa84650c3d0964bb0842a309f17eed9c903a

Observation 54098a08-8e93-4666-a14a-070f805550d9 · outbound

This paper cites Unifying Generative and Dense Retrieval for Sequential Recommendation.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unifying Generative and Dense Retrieval for Sequential Recommendation

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:22.073426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:22.073426Z digest=sha256:8688bde7c658ff5f4ed52ac67539db5bf4e57371c8f754bc69520900e3494e10

Observation 6d340c80-1bfd-4c5f-b324-747f42a952f1 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:22.152525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:22.152525Z digest=sha256:18255e968581ef85bfdc1b4ca97bf6b1b838b9f35975b7ca408b1dd8913b2da7

Observation 82019fd6-73b1-4e22-ba2d-061b7a887d3e · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-01T01:28:22.196407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:22.196407Z digest=sha256:edaa3747da0a9aeac370ab886e4a6cbf188ca4aec89a37657cbb55a245d86a8e

Observation 147a3de4-e370-4859-8ae4-aa6f750032dd · outbound

This paper cites Multimodal Quantitative Language for Generative Recommendation.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Multimodal Quantitative Language for Generative Recommendation

Reference 41

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source=pdf_text observed=2026-08-01T01:28:22.321253Z digest=sha256:af9478899f4a2eb27a570838ade60b10a25c5c3db155597c6d2fab6de90b2418

Observation d8e215e1-9015-47e9-a49d-a38d1519b0ea · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 42

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no resolver link, observed 2026-08-01T01:28:22.436253Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:22.436253Z digest=sha256:f6d7fe33b422a60c0206f07bdb22f2a7016a80f3826f346eeca66da0635e2bea

Observation 74c3a62a-7248-4afb-b2c0-9173633ad936 · outbound

This paper cites Qwen3 Technical Report.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Qwen3 Technical Report

Reference 43

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no resolver link, observed 2026-08-01T01:28:22.030355Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:22.030355Z digest=sha256:aa2d1b620dd8b951dd011e5d41ad2e82da5fe038dfeb64608ef7b21ee6a97ab1

Observation bc06adc1-8d5a-47f9-b165-2e515325a770 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 44

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no resolver link, observed 2026-08-01T01:28:22.592330Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:22.592330Z digest=sha256:68dace6e0127f57626d4addff7189824a207673ecf34f3e6acdb2410f78588bb

Observation 8ceea3b7-4198-49e1-b12f-a00b64c31d36 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 45

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no resolver link, observed 2026-08-01T01:28:22.689506Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:22.689506Z digest=sha256:5a8b1a68f2227a54c78d5e3dddafc440dcda8d37b17776936a14567aa82c912e

Observation bf940031-20b2-4456-aa76-5647c58e0958 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 46

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no resolver link, observed 2026-08-01T01:28:22.737770Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:22.737770Z digest=sha256:2daadfbe6bc41f3a1e31ee4d22df51ac6c1c736c391322d9516a64b6d7021a52

Observation 96b5f854-b73b-4e82-a2f7-35b79136e00b · outbound

This paper cites Reason-to-Recommend: Using Interaction-of-Thought Reasoning to Enhance LLM Recommendation.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Reason-to-Recommend: Using Interaction-of-Thought Reasoning to Enhance LLM Recommendation

Reference 47

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no resolver link, observed 2026-08-01T01:28:22.786837Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:22.786837Z digest=sha256:f1a07137f76304a9b0dfa738bcc3890a7804c2de6a741efa8bc7ed3f1d013c60

Observation d48b7e40-c0d8-4e45-aafc-a7ede25af6ed · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 48

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no resolver link, observed 2026-08-01T01:28:22.863071Z

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source=pdf_text observed=2026-08-01T01:28:22.863071Z digest=sha256:c5b8de125be11c27293b71f1da2b4d3d9f751c9f0d1674a396e138c7aa2ef141

Observation e1ac95d5-0b5b-482c-a5b6-2fdf7ec38803 · outbound

This paper cites Slow Thinking for Sequential Recommendation.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Slow Thinking for Sequential Recommendation

Reference 49

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no resolver link, observed 2026-08-01T01:28:22.551317Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:22.551317Z digest=sha256:2ea3df6cc68618966c692d89b19e030107e5a4cb8bba903763a054e17ec36c26

Observation 4baad2fe-59ba-4d99-9f67-092657659fb1 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 51

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no resolver link, observed 2026-08-01T01:28:22.642373Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:22.642373Z digest=sha256:b2080fe69760dd2665393152c19530b69b1c06cc0050d235a91128072ec42863

Observation fe7db8e6-f929-4b4d-af5f-a4dab1aac226 · outbound

This paper cites intent":.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation intent":

Reference 56

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no resolver link, observed 2026-08-01T01:28:22.940520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:28:22.940520Z digest=sha256:ae5e875e98c5e84f056c4263034c464a12f2e6f6d374cbd5534c9e240b5e632f

Observation 45deebee-a949-4c38-a4c2-ad719260c98c · outbound

This paper cites InProceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation InProceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2015

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no resolver link, observed 2026-08-01T01:28:20.161241Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:20.161241Z digest=sha256:67973ee873fb0e8bb40906864b1d4623f294e2ccd1a01e635cafb2a01ff434c6

Observation e6c5e80e-8285-49dc-9f89-819b7fbad70d · outbound

This paper cites In International Conference on Learning Representations.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation In International Conference on Learning Representations

Reference 2016

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no resolver link, observed 2026-08-01T01:28:19.221543Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:19.221543Z digest=sha256:3dc2ea0fc8baaa872e0c9298641562fc185abcf0f08c30eec2b988b0d0eb4c3c

Observation ab54d6d7-4b18-43d1-8454-af9eb90cc05d · outbound

This paper cites InProceedings of the 28th ACM International Conference on Information and Knowledge Management.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation InProceedings of the 28th ACM International Conference on Information and Knowledge Management

Reference 2019

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no resolver link, observed 2026-08-01T01:28:20.467033Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:20.467033Z digest=sha256:c6a5345db5ad37666302784f2a519e49f4e271ba4d71ac3e3b26948c1b78c527

Observation 3cb80c4f-ea96-4fda-bb28-d920d48ed992 · outbound

This paper cites an unresolved cited work.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation Unresolved cited work

Reference 2023

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no resolver link, observed 2026-08-01T01:28:20.360019Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T01:28:20.360019Z digest=sha256:fdc1542a7085a3bc88cb7c65f23ea0d28340a3a134d233f572eca7a3bcfabf65

Observation 72460639-dfca-4d70-99f0-113d2fdf30ae · outbound

This paper cites InProceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval.

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation InProceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2025

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no resolver link, observed 2026-08-01T01:28:19.770543Z

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source=pdf_text observed=2026-08-01T01:28:19.770543Z digest=sha256:ccdccc08394090b59235e68227c120a93c812093895dbe4e5effbf0902d3a4e3

Pith citing papers

No inbound Pith citation observations are available.