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Paper Citation Record · LEDGER

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting

As of 9 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2502.04737.

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

pith.paper-citation-record.v1
2502.04737 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:46:04.600717Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

66 of 66 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved63
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 97c137d4-0072-4a89-8621-62eb60ac6472 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.243864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 79ad683f-5a72-468c-8ce1-3c3b8b86badc · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.233376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.326705Z digest=sha256:36da4a8f3f45cc7f442cdc8df625375b7975637138a60415e721fc91abb14b49

Observation 5448b946-4158-4ef4-a7e2-633ce7b5f44a · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.223794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 21fd501d-f45d-40be-9717-61c289ce5bc4 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.215362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.333358Z digest=sha256:1a51d46c75f46eca7ffe10a296e3ebaa744b79659b779fb55f67db6850547afe

Observation 718e7910-8599-4894-ab00-40ea7c16c292 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.207522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.337451Z digest=sha256:8b3930d5b72bea32fb1e736bd9f7d696442f575c9998c42b90e01fd0ec49f5b1

Observation 9991fb4a-77b9-4a17-bce0-94e0583f5963 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.198645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.340904Z digest=sha256:fa8517d7c48f3026503685facf9de7ca363f878ff232ad9dd91e324700b1cae5

Observation 65c3e6f0-4b47-4610-a82a-c2b51962f04d · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.189903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.344065Z digest=sha256:7835b7c936179c97940a9ae290524b5ecdf520dca5c64f0c0ab2c09f777ab1a7

Observation 527b00dd-384e-407d-9763-31fc6c54db83 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.179545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.347763Z digest=sha256:4e949bc4dcfd5c1e3ddf0aef0f12adf8e10c194ee47488e46402dc5823a73dd1

Observation 3316f7ea-17d1-448f-8e4a-2790077a7602 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.169354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.351172Z digest=sha256:6d480ff493eaca9bdbcb8eba69e47b9612441b9095a96d69d58ad53f2590f454

Observation 743b1513-46f2-4732-b22d-8c5d3aff35f3 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.160445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.354183Z digest=sha256:a565e7482c4f1a8eec7ea6539b7f35aa483fbf202bbb7ee5de960b721825e190

Observation 6ac2f2c0-bda2-4b0f-862f-be13b099b1da · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.151512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.357189Z digest=sha256:f68f7bd12a6fcfe15952aed8acd9deab7c212645994ae76e0f60ad51648a6056

Observation 5e632716-24a1-47f1-9535-de2f0b66063c · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.141499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.360469Z digest=sha256:2f83cc857a06334fc998a16950a7a98896127b9d1459f7fe69b1fac2da7776ce

Observation e0d39dcf-dd0a-46b0-80b3-46db8a3a33c8 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.132162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.363431Z digest=sha256:c00a3076c763b62870990e8a3b2ac074862e8ddaf3eab46e65337d27bda76a94

Observation 4ed65a22-4ab9-4610-b79d-dfdbea932c91 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.123210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.366437Z digest=sha256:1ceae6e591cf0c0d9e0e289867c8611857bffcd822c962c3c72e3a431d89ad5b

Observation 45575569-8f66-43cf-ba15-961d2e93b919 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.114404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 428fd92d-2712-4b0e-8eeb-38a7fe6162e4 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.105608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.372886Z digest=sha256:06b7e9f926171bfb8160ac19df0591d8b12d27af8ab1ee18a8db59058f6d5dec

Observation 876ffae5-3edb-4b2f-99e6-a7482e4a7ab8 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.096280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.376635Z digest=sha256:e96e2739c0e87cdbc137a21f7e1ee0e6a49cc35dddd41960e1732e8904190a86

Observation 92e276ff-4638-446a-93e3-8b8fab51deb0 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.087681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.379601Z digest=sha256:ae488f33c3abebaa8889d002e78d44e3f57e1a6e70db82b7d60b0a93a448e442

Observation 1edc4de1-a375-43d7-8c75-04afa84bd091 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.079663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation f5a23360-02ae-4aa1-be82-cd1eb04fa326 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.070256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 5cb1034a-a200-43e8-8e80-a4e56b9e7c45 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.061926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 3016e41d-4bc6-40de-af1b-59ef0c686814 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.052112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.464437Z digest=sha256:e30c7c1d56cc073077ccf66dfadb8ffd725792bc9462cfdbd78a9dca07cfea94

Observation aadc427e-da5a-49fe-8103-681b42e3f2ef · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.042190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 894b30bd-1e3c-47bc-9b71-8ba2f8fce8b8 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.032279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.471017Z digest=sha256:dc84110130bb1549df253caa1a692de0a49fdf9638757d2542501fe308746872

Observation f77a3864-d8bf-48a3-822e-b10ead912059 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.021505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.473964Z digest=sha256:1ea6eb8ef5ac1577eda1519b4f6eab00ed84554b52c2e047dc2210c7fa036d73

Observation 1062939a-36a4-45ad-9b46-611347654b23 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.011758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation df70c3f7-a836-4383-b2f4-1d12100c8f07 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:05.002413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 55c5d18d-9dfc-4708-a1f4-6b961e854d6f · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.993489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 915aa19a-6e37-4b54-8d46-43cb49cf60fd · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.983590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e4a9b0e7-f260-42d1-8803-ff101901816a · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.974217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.490049Z digest=sha256:a1d7718fc132c307397afa6780b5f13e3bbcba33d443b314279bae96f7d99d04

Observation d5109ced-30e9-4909-aca3-afd041d0c1da · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.965720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.493133Z digest=sha256:3681b5c5aecb738230b2b301611475c0fd73ea18c86e7dc32e1a4f39abfc8f66

Observation e6c6a6ac-132f-4609-ba79-66387eda0300 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.957475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.496064Z digest=sha256:5b80723c679565b6730f19e01f83a0d8c76002f6dd7b1ae6c8af8888805689dc

Observation ed3418ea-f5a6-4f60-b376-010552ad0809 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.948320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.498882Z digest=sha256:bb71c0950be3cff1c08811e14f5654abb7653389c2cc59cfa48e44123a390274

Observation a12c28ae-104a-4766-b01a-efa3440a4945 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.938569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.501387Z digest=sha256:d439e487c57841433d0eca1e016a0d7e5376512647e4bb1510cec925512ffb77

Observation 8934a9cd-5de8-437c-a998-b3c57ff17554 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Representation Learning with Contrastive Predictive Coding

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-08T21:46:04.503912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T21:46:04.503912Z digest=sha256:faee4a3debf1c946dd85afde4e9f9fe3e0150e16d1572fec95452f33f32ddcf7

Observation 2284ca0b-f704-4215-87f3-c6cbd6281c85 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.928082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.507062Z digest=sha256:5096e71e8216fe07a9466ee78cb2248361f03c6d03a2f0b28a082957ef7e08a9

Observation fbcc16eb-8eda-4f71-a019-7f71786ae1cd · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.918078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.509987Z digest=sha256:7f511d5f74b54272076b96478652c1b51663f025bb564a791b8bebdf0402e713

Observation cec2c514-2a67-4d89-8a61-f5135860a9c6 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.907511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.512442Z digest=sha256:080589e982767ffcebecc461c042271459e0ffc5e5736dab6f6daec036feab3b

Observation cf90e7a6-3d1a-4821-bc25-d690a3a13771 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.896437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.515169Z digest=sha256:1df5824375614baeea80cf88f04dac69927ef951ff1e72f7b4c0674a16f725b1

Observation de1dc941-528d-4755-b0f5-833c2c7ba8ab · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.886791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.517935Z digest=sha256:28bec6317d873e641e92d5e81209834ccee3db817e3e9934433940a466981538

Observation f12e46ed-4d39-4adc-a785-6a06593f1730 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.877125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.520348Z digest=sha256:327a32b633eaaf1f7b1af2df854b0cca224f4301573a518d48dc15e9cda8017f

Observation a01f5388-8360-4398-ad95-975063502ac7 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.867858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.522893Z digest=sha256:827d6f5bfad1fae5258009f5ca9d3f6dd0c02485ce1b2964d72885d623fc04f4

Observation 9ec16f1d-c6f8-443a-8505-17c6be309809 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.858590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.526761Z digest=sha256:296a8fba86f91f8505d4bc8da280e872f2c8ba3fdb81d959738ac4cd3c859724

Observation 37567ed7-232c-4478-8f87-5e6bde6e6a6a · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.848390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.530158Z digest=sha256:eff0ab652f82edd832ef7e9b9af6d746a58ed9ac376acbf71a338c5bc7740180

Observation b656f01e-b69a-40d6-a08c-756e373b3a62 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-08T21:46:04.533644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T21:46:04.533644Z digest=sha256:e3d8add07b5431927e8ed916c2a9e0a50a46d0fe0c1b94ac05105527ca98b1ab

Observation d0b34ea0-34fb-4402-8403-a94be12b6870 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.820513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.540893Z digest=sha256:5b90cd953d76cef1f33898456ad6fbe9061350d2f61607b8a28cf57eb7e251f7

Observation 301da784-b9bb-40ec-a94a-c6bc0e08a29f · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.811716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.543684Z digest=sha256:95d87aae8f6fd9d508fb3a86d5672a75cb8d66808211ef48e72ccd29c077df99

Observation 78850960-cf12-4e56-bd09-6c97541cfd23 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.803732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.546634Z digest=sha256:43da5dd105dae59f665323a8b13bd2c66b24dd22293832d6f301f55dabb1b44d

Observation d0ca4ca9-9aa8-45d8-86d2-dc54564818b7 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.794897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.549824Z digest=sha256:c913e851631cf8f947e3d1378ee0f13222a6b996198e1596fce845211843b428

Observation a142b9b3-6c60-44bc-a96c-beb4e14df0d0 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.784377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.552663Z digest=sha256:ea7b7f89ccea90ed20734eb1f46179ea83cd9370c7b1a04a549cb48c654f7a7e

Observation 2a031482-8d8f-4bff-8d84-c0840947ad27 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.773297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.556079Z digest=sha256:0c06b6a1aaf172af7e8c4d17a0c561fd1c55db64010d0bb46ab3967ff2740244

Observation 9cb049a5-4b2b-48d6-8c67-5729a05adbdd · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.763646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.559271Z digest=sha256:496502215b84dd35758dae0154531a28094d92540411a71ccc2183c62b14fa7a

Observation e15e0c70-bfa1-410a-b0ff-966aba45c82b · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.754823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.562179Z digest=sha256:7994b7f672bc517ce4d85cf16619f6142d1c5785dbc19ca08ae04a86eb4c9b69

Observation 77baff14-bdb3-4a0a-8811-42e9d1941e28 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.745135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.565248Z digest=sha256:2957710513939681654ce6298b695fa04d603fe6c6a7d8727638912c420109d1

Observation f0d5b98f-7f6d-44df-8afe-232ac1f755fc · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.734431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.568695Z digest=sha256:d5eb016ebe0f1b9ac2cf2de13ab4972469217abc9da4687d13aa855b5be5584a

Observation 2e9b609e-161d-4162-a7bd-149bfab9adc9 · outbound

This paper cites Qlib: An AI-oriented Quantitative Investment Platform.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Qlib: An AI-oriented Quantitative Investment Platform

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-08T21:46:04.575062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T21:46:04.575062Z digest=sha256:7f142e74c298359673ac2ef7e311504ac3f09713f2fc42aa5438633474d410cf

Observation 7c026b98-0618-42ba-8b94-8a2d1ca7c96c · outbound

This paper cites In Proceedings of the 31st International Joint Conference on Artificial Intelligence.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting In Proceedings of the 31st International Joint Conference on Artificial Intelligence

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:46:04.724084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.571689Z digest=sha256:9ef5282c983d4585950c1e4c03a1250a0de19e964576606ef66e21f73cd2a9cd

Observation 1bb44f5f-f77e-4ec1-856b-9cca54c9a1dc · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.702845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.581580Z digest=sha256:a680302ce6928105d7cba08525c4500d26d488c3bebd114371dd4e7fcefc25a7

Observation 82dced2d-c710-4fcf-9013-3a274e7132a1 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.712798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.578573Z digest=sha256:58f2f5a32593e600082da3c08e53fc477a893b9dc2ffe6ddef4c4a3ef60bc4b1

Observation dd6f72d2-0b59-458e-b7cb-11a130e6b801 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.682448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.588930Z digest=sha256:a62c47ce6a9647c179aea3063c5ecaf1af2de60970997ee25f2a534f0fddd14e

Observation 5399e5d6-f934-4414-864f-6e4d0a1239c4 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.693157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.585193Z digest=sha256:942666eea023e7a0f4cc24b0dfa1fa15a3fec46d441d4e40d0155519507e2a1d

Observation 643c814d-9e8d-4493-9667-e12f301d1ece · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.663956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.594872Z digest=sha256:1b3a85ef109e357b755d5aa321f456bb326f155d4229c0983e43220ab9a7c2b2

Observation 5600b390-a247-4d3f-ad64-da50fa55924b · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.673322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.591906Z digest=sha256:0329f01efeb907cbfe41c648c0ab56408c37ab119ed407a5f99928c3f9a24468

Observation 62cb2f8d-98a0-45c1-a9ef-d170c3a98465 · outbound

This paper cites an unresolved cited work.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-08T21:46:04.655112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.597766Z digest=sha256:4fc15bf1921af2382d22a3975d406814e0f565b6c13d2e7ca77314e445e8c95a

Observation ca6a6592-22a5-49cf-8349-4dd61cd0bb7d · outbound

This paper cites In AAAI’22, Vol.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting In AAAI’22, Vol

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:46:04.644849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.600717Z digest=sha256:77f45d3ceeaa7abb075b464621a1bbfce0f1e351423f36757c88b3faaacc6699

Observation cbf812a5-4d05-4511-9f16-c16995ba930b · outbound

This paper cites In Proceedings of the 31st International Joint Conference on Artificial Intelligence.

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting In Proceedings of the 31st International Joint Conference on Artificial Intelligence

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T21:46:04.831370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T21:46:04.537555Z digest=sha256:cc5aad273c5a7949ffb2ad18ff01dbd70d48da70f817e4f49d1ed06394e93e8f

Pith citing papers

No inbound Pith citation observations are available.