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Paper Citation Record · LEDGER

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy

As of 20 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2506.08382.

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

pith.paper-citation-record.v1
2506.08382 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:18:00.800766Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

26 of 26 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1436755e-c420-49b6-a386-37877b85c775 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:00.692020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:00.692020Z digest=sha256:20975f50555f396cf149a50d15336ef11f6a159b8be9c3d726213edb53e7bd45

Observation 48435281-71ef-4ef8-b0bf-a7b8134c0ee6 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:01.103808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.701241Z digest=sha256:b280e821b95dd5294984aa162be8de8dedfef4163259b88c4d3638ee50211cfe

Observation ca3f6e5e-b22a-4780-8982-97e7cc135d4f · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:01.091290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.705364Z digest=sha256:3ff785f33c70de3e119a80c82a02f4ae6387e49a31d311ec248d455dc4d9a2c3

Observation a1f585e3-4f25-4034-8be3-fff0fa888449 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:01.078209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.709968Z digest=sha256:4c3f15aa9a3cc0a4fb6cf2453a11ff888fc70f4535217e6309da8caaa9576922

Observation 9bbd2e3a-c5a9-42d1-883f-c27585bea914 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:01.064601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.715364Z digest=sha256:92ab4ae4c548dc6342f3f8281244307f717901236d8194a62e673b4ef10c1e8c

Observation cb5e6f4b-b039-4b3a-ab02-96efc2415d73 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:01.052167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.719727Z digest=sha256:f09daca7c1c5ef74e1efc1b5960a12de58423e43b29bacb5ef8fb3c93979f281

Observation 76878f52-321a-4b0a-b7d9-842cbca6c59b · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:01.038140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.724222Z digest=sha256:bb388ced6be0fda2999cce17ecaac1e5a6b0b50f04169a5ce7ac56d11e4037e0

Observation ad867b25-4aef-439f-b9b4-b82ed6e14f2b · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:01.024631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.728177Z digest=sha256:d58d54eec5dddba40bd766bcafcfbe55881257a7e77552ca45bc3bd01872f35e

Observation 36e9ac43-e6e5-4e4c-9120-52f0c7a96a35 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:01.012077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.732404Z digest=sha256:8e139204909fab450d143ed98f719ace57915dfe1a3ad2b2b58cba35af1a07d4

Observation b2cd6924-ebcf-4a25-8731-aff1c61389e4 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:00.736840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:00.736840Z digest=sha256:8e3715ae3f4d21f97cd2411c3ea9559a299d8664d9266701aeb3fe9e699ac66e

Observation b02ec153-11d7-43f0-abdf-997a02f1ccab · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:00.992195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.741603Z digest=sha256:07c86c73a705d4f9ecad9154046309918e6b618b9a9bda74baf79a47d7a8441f

Observation 6b4d1750-bf8e-448b-b34c-5a1cc571b0e7 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:00.745633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:00.745633Z digest=sha256:a3df97d2a7bc231104caec06498a189524b36d7365c6fedbe6eb5a32fa2c2ac0

Observation c0dffdd9-2e21-4174-990e-72038cd2305a · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:00.750143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:00.750143Z digest=sha256:37c009112a3fe0c209526d2cf825df91614a3e7b523d7ec40f86f379b778c17d

Observation 18c05b93-3c9e-4f92-9ca0-247df38d2d25 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:00.963563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.754069Z digest=sha256:ed0406ab816b43b6df13581dac95ee924f019655f7005bfa3d0bac037d4f7606

Observation b8bb920b-dc37-453e-ace0-c6dbdedb06bb · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:00.758080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:00.758080Z digest=sha256:6ba703fb01cc4d78415cce11751ce4491bf2f251aa31b6be3a35a39211140e04

Observation 5bc0662b-46e5-4b5a-a1d1-f00092a65883 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:00.942646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.762632Z digest=sha256:ef7af95dc72bc8ef3c42779701776cec754a4864fb24815082693d03007f9be3

Observation dd9fc124-7efd-45e6-b073-567090070cd9 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:00.929603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.766702Z digest=sha256:1a5bb181e0a8d08af8dda39843d952cdd04d8b083e93d02bffcf09f0cb2ddc62

Observation 3c2543ef-988e-43de-88d6-b8cdeb3e524d · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:00.916956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.770771Z digest=sha256:96fb9cbcfb6f4b90b47363524476ce8cd4cf3eb9f59a0182e194f0412bcbe222

Observation 264256a1-64cf-47ab-af83-a7ccdb7a1f4b · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:00.774563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:00.774563Z digest=sha256:f37ba520b475e938c7c6d8105d1e4121cde7bba29b2b634dc089e4cba8e65ae1

Observation a60ccca6-ba57-413e-83d1-53ea4045a03a · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:00.896234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.778741Z digest=sha256:dcd28cb06a7146ffe71e4a036aa92defa89a8345be665651c13a8f31de0d9316

Observation 8907b6ff-a1f2-4b68-a977-0c1788176622 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:00.783367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:00.783367Z digest=sha256:82cb6fa5f99d91a256be31a747996c128c3f453c77fe2dbcac52aa4b6f37bf15

Observation f6046c75-55f1-4bb7-9ba2-cf723d134a07 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:00.875708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.787164Z digest=sha256:5f41f29d26989eecc90255e75b0e15c6bae430685a8d5bba8f75a48086f63c0d

Observation 01083c32-c915-41e4-bc67-155c7fcf4c62 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:00.791528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:00.791528Z digest=sha256:7f02a603a6b0554d2a3fad54547af8bff78b2e5f5c8f86499afe117758ad0024

Observation b0babe76-7c11-4b95-90dc-3492e885641a · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:00.795970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:00.795970Z digest=sha256:10ccf9934e0de74de8fa5213c60c5ec528577047523f0610368034f404caab51

Observation 865bd5a7-416e-4ea8-a3f0-b24a09682e00 · outbound

This paper cites an unresolved cited work.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:00.846670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:00.800766Z digest=sha256:da45d2d1ae779ec71a326201e944171ca92d83cc4c9cfabe3633ad19a162d373

Observation 17899d25-2495-4698-835e-bcfbbe22611c · outbound

This paper cites The Unfairness of Popularity Bias in Recommendation.

NAM: A Normalization Attention Model for Personalized Product Search In Fliggy The Unfairness of Popularity Bias in Recommendation

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:00.696572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:00.696572Z digest=sha256:6a919744f0490f2bb2f1e03d50af6becc80b1594f1b8c844e627363742c18cca

Pith citing papers

No inbound Pith citation observations are available.