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Paper Citation Record · LEDGER

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements

As of 19 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2502.04592.

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

pith.paper-citation-record.v1
2502.04592 v3

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:18:04.278774Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

64 of 64 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved52
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f3732bd0-4094-4c47-9c86-41b31a76a244 · outbound

This paper cites Ariyo, Adewumi O.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Ariyo, Adewumi O

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:05.184196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:03.991096Z digest=sha256:d4283871beac908fe94c6227c3d21f538217ea741981cce7aeca624d910ec14a

Observation ba4ed1e8-9c84-4cb2-92b5-2d3bd828aa73 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.169761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:03.996632Z digest=sha256:f067e0309a50a38405e706dc9d559ce57e74f556044daee26976c07b6a8359d6

Observation 4ba3a7f1-b20b-4041-b75b-d9345dc5013c · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.156109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.001416Z digest=sha256:b8c7fb6f6989ca35b0d4565aded2bf62c81db4a120b69b23c100b7801a49f08e

Observation bb60dda9-1441-471a-bd82-d32b695791e1 · outbound

This paper cites Peters, and Arman Cohan.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Peters, and Arman Cohan

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:05.142178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.006063Z digest=sha256:847857826c594eef69d9b119adf3f89fddd0312624416e9fec93942d43751a16

Observation e8f36b5a-8af9-477a-92c3-20243bc97b54 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.128671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.010888Z digest=sha256:34ca11f01a0dbd5a78e86e5f11c5659fd99aeb24b3b180d1ed9033f68122e3b7

Observation 52be4bf1-1c6d-446c-9d91-73305dca1537 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.115472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.015463Z digest=sha256:70d15fa4aae647233f27bf23a4906bf5975f8ba187da0f1c66314ae9b77ba46f

Observation ed4f8c01-e765-4cef-b794-b40590e16c7c · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.101580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.021195Z digest=sha256:e4c54ad08414cab8f79f30249a5cfd24be3caff0fcc1d4e52cd15c44e77ae837

Observation 4e329f6f-e0d6-407e-b11a-f6d9efafc374 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.088166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.025808Z digest=sha256:cc677721f1b9545a5fe66a3c3631f700511acf7aee072fd4846cbb374acdc190

Observation 570442e0-c878-46aa-9ce8-e0675f534bc6 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.074679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.030274Z digest=sha256:6a8c5546c39e4ef4a2fe3a9d0bed19e5b11fcfdb133b235535c605e18b162f15

Observation 9f988e8e-61c6-47a7-bb9c-f89e37e8e562 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.060972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.034662Z digest=sha256:504a1aff7d2993d754690893bb3d6f8dbf1e2e94a632c862f73744059ba01b3f

Observation e2e36f0c-d714-45d6-af9f-5adc4ae5fecf · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.047558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.039305Z digest=sha256:3724a75a44200fb89a3e0af8f674d6851a0f2eac739ab6fba8f4fec76db1a8c7

Observation 44eb539c-827a-4d5d-a7fb-b7bf367cf7b5 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.033565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.043557Z digest=sha256:0766ea35674c1f5d9cf1cac7241d1388b645719564479f1ba0aaf453445824b7

Observation bf8a9cf5-7a45-4157-836a-e988ac7843e2 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.020254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.047991Z digest=sha256:f643685b2ad9057ed2896eac8bcc5a0ccc3a7a92a188ea07093d76388ccee0b8

Observation 5c399797-9961-4ba9-99a7-296e5828b5ba · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:05.007242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.052614Z digest=sha256:5e2e7dc3dfc6041b5bb294bf9d778aba007fe9486e1145ab6e204394f0cda68f

Observation eb9dcdd6-6eaa-4019-bad7-cf148b041d79 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.993444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.056689Z digest=sha256:8bbac38fbaae133f4ab23277af210944021a360cbbe07df667d60033a0b657ad

Observation 7332ab46-6086-4414-a8b9-2b343a31bf49 · outbound

This paper cites Fama, Lawrence Fisher, Michael C.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Fama, Lawrence Fisher, Michael C

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:04.979829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.061206Z digest=sha256:e9da72a4944e7aa94296ea78018d10360ac0fc9defa238ca7ebaf82de6850952

Observation be9e46b0-30ca-4c88-b95b-f0fc106d8537 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.966311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.065849Z digest=sha256:8ea9b6d889e07fc717ebbb5ffe002e6044fbe5c5a6a64398b82b715ee4cee306

Observation f68cc4d7-27fa-4805-ab8e-529d2ab8a687 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.952793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.070205Z digest=sha256:5e2a2eaff4f6ddcac42a207a5ab9562958ad6c877bcb4e76a020c6be707aeaff

Observation f5be4ea7-b613-491a-bb9b-3b68a976c795 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.939401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.074557Z digest=sha256:afc6e433b6b8024a180464726417912d0c59f345e28eacc17a29e6b376b845a8

Observation 6b511990-103d-4e0d-a49c-dbe77dd3cd8d · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.925844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.079836Z digest=sha256:cc341e141bd5285af6d7062ade53bb97fadfaa5e1c92e79ee9d69cbf92ee6659

Observation 6a3e6cde-4b51-4f97-b69e-c20440ffb242 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.912089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.084358Z digest=sha256:6dab5731b492c30b1f2e4e36f1a6be1a14c8a77632f86040eacf4e3a1ed52758

Observation 0b9becb3-6387-4610-8503-5aeb5fdf152a · outbound

This paper cites Huynh, L.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Huynh, L

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:04.898275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.088552Z digest=sha256:bf3305549d06249ef2816a1e0d104c326e85cd8f861362254f737ef62866b9eb

Observation b96dba13-be2e-4847-b466-76842bae2a9e · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.883752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.092862Z digest=sha256:29b715e30cf1ef51706851280c157fb743e64ac8e3622a88746db597b4179895

Observation 307c3b76-7fb5-475c-94b0-a305524d11e8 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.869667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.097073Z digest=sha256:fdced813654f840b99c2eb15c05a52a0ef05e2497b1a34574e970e74f9fbdc3f

Observation e1dc396c-e00d-428a-8619-dd3a719d28be · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.855033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.101501Z digest=sha256:7907b7b7162f7c2aaa42bfd39e02fa664125a1482f7912b39d42d171fc7da750

Observation 57cde412-68e6-492b-b3c7-88536598d6bf · outbound

This paper cites McKenzie, and Robert W.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements McKenzie, and Robert W

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:04.839491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.105804Z digest=sha256:fecae333a5cd0ac824616731c47d1031800d910fdb20052db43b0b8bc9c5a26c

Observation 3a0d472d-f23a-4d97-9486-6efc90ddda73 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.825374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.110092Z digest=sha256:1c562ba42903b8dca05bbd6a0426d025296b0bca2a4ac4b66c285a5370b5361c

Observation 1482c3a2-c01f-4f27-a72a-0d4eb22f310b · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.811409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.114464Z digest=sha256:0da45ef17cc83f42d59319e1757d0ea01d2445b1dc9153bea853358c20d48306

Observation 9a05305e-59a8-4981-a88c-80b15e5cc0d0 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.797448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.119844Z digest=sha256:d9186eedf1e9d00c52b4829c8b5d0b2ca65cb0590fce2571d5ea2aba8bcb1e76

Observation b039092e-2e31-4c16-b319-be7c8757596b · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.783666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.124251Z digest=sha256:58124454fed873a61166a8bedfa2b9f9948a72033cdb0478ea980082547097fc

Observation ab288ec1-4cb5-4b85-8469-c68fd9f68992 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:04.128915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:18:04.128915Z digest=sha256:d52b4e5f3eb86cf4b0311bd513406b5aeabbc26eca05be1f3aa5b1f6a9264efa

Observation 406cf393-6f69-4fca-b135-a49c129f116d · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.759828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.133307Z digest=sha256:27f843bfb6bdc649f23ea2d8a33810367a4354d8d187a360ae2c3ee918e614c4

Observation 48613087-0083-460c-bdb7-97d4ea2248b6 · outbound

This paper cites LUCCA and EMANUEL MOENCH.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements LUCCA and EMANUEL MOENCH

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:04.745902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.137775Z digest=sha256:7327f81954ef8246719c97ede6ad8e7df82190c578c7d1259adae9a55eef331a

Observation 88faa9fe-dbbe-47ec-8b6a-090179e1c5c0 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.731672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.142169Z digest=sha256:47f82558ff8b1cdb54ec3331f5dedf9b26c5dedffcb0de7a4de00156afaf1035

Observation 2e1a27cf-6fdc-493d-bc45-a041473f5d55 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.717139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.146423Z digest=sha256:c876ba7b74ab86d4cdad775af9cd5f20b38fc9a752e0eebc13db51c652c210c9

Observation 794b9fd4-c321-4f9f-81a5-881e5ad3cdd9 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.701341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.150691Z digest=sha256:1fc65dd6b0dd56bcaadb80ab58ed3835fef3bc9d8ba69547fb7ed153c45b8c1f

Observation 2e6dd63a-bd3b-494a-9af0-015989a827bf · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.687359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.155142Z digest=sha256:71ebfd7dc10b254b5a00316b8463be1bc0094602877a61853a3aabb2b5ef694d

Observation 5ec76695-7254-4ca2-a86a-c7d9ba635825 · outbound

This paper cites Vance Roley.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Vance Roley

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:04.673342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.159978Z digest=sha256:bbb15e6dbf4e8d23f27b8804bb1a6306d71ee9df46c56b7361f5bad110321eeb

Observation 0e1454bb-df81-4418-8d84-4af79220b5ae · outbound

This paper cites Pui Cheong Fung, J.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Pui Cheong Fung, J

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:04.657868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.164477Z digest=sha256:0466ae0d8dbb0f85950e1e722bfb3ad5ac87e415ddd3485c506ab97b8d023c36

Observation e9cece38-f681-4be9-a6ac-5250917e5aa2 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.644088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.168744Z digest=sha256:489267d7eff4e2d0e0d41f3d730b2f9a4c5f7f890c9dfe75b245a98c3f8d29bb

Observation 3bd441aa-b14f-42d1-8f05-357cb0f01d53 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:04.173177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:18:04.173177Z digest=sha256:c448fe3127ac168dd61e79057e03d161582ebc11532f4ff9cd95cadf117c9790

Observation 4efe94dd-7bf5-4a18-9b23-568c1fb47a2c · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.620531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.177642Z digest=sha256:ede88fa0d2564860f40fc5432fc44c97ca57d6a86f20f5e7d2996532530370a6

Observation 24b7db6c-17b6-4521-a030-60862c5976dc · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.606833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.182289Z digest=sha256:3c60bf250b53222af70444b85a79c818be4b5b4bd44b21d619368044ff35658e

Observation 434fe5fa-ae61-4991-8bdf-902940db3834 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.592742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.186633Z digest=sha256:a46746fd433d3603b5adcef85140df9dd6e62389c72f57e203b37fc4617993ad

Observation 096f1e34-cf19-4d16-b25a-27e8e897ad37 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.578873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.191084Z digest=sha256:bc14df5da7ff5a224ccf52eb0c1f2d0008f36e7ed3b403fd4f9dd7114c47c589

Observation 9c0a63c2-a208-432f-af63-bda6aed96e31 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.565969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.196295Z digest=sha256:ae127d75b661cdb0b4d5256a84fe2cb36d9619f4d9ea351a3a4ae2e995c040f5

Observation b40934c4-3f3c-4400-a53e-f847695c462e · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.553099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.200705Z digest=sha256:169e69e924b35b0f4f32068b47359c16036558aaae34774b637b1bad11556760

Observation 2c3889f6-610c-426e-bed7-fb8c1c5e9d95 · outbound

This paper cites A Gopalakrishnan, Vijay Krishna Menon, and K.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements A Gopalakrishnan, Vijay Krishna Menon, and K

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:04.540127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.205189Z digest=sha256:5c309e431e754f3d3eb4280cd812e5ef89a93df2191ba6d050bae589545e2b5e

Observation b90c8391-2792-4957-b35d-f94d5e94c47f · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.526394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.209557Z digest=sha256:94a783ba012eedad6ad51c9dc8851c32dc5bfe8de829160874ef4549f4deeeea

Observation 1d420ed2-9280-4ecb-ab5b-140cd8c2385d · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.513450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.213900Z digest=sha256:88403d345ceca77897de6ad305445827c7b8435c90230f7190507e5acc732c32

Observation c9b867eb-db95-4046-ad7f-603cdab830d9 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.486252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.222622Z digest=sha256:751094d275c597021b1aec72b654915724d00cbf11bbc969237ffbe20666d26b

Observation 7183856e-441d-4d19-8d1a-d5476f531088 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.472954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.228339Z digest=sha256:a0802c7ab1741385c7d4c9fc2632fbb2931d914f18375c332b875755e6ad1038

Observation 1f67daa3-2ba0-47b3-9344-1dfcec7b931c · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.459246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.232855Z digest=sha256:02db90d521cfed2a795f6c5880ff5e8043dd4d2dfd6467563c31f01f906c8deb

Observation 225af0a3-0da3-4b8e-a9da-cc14a2bbdc3d · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.446039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.237253Z digest=sha256:d6a8f2543e4056ec81bd3755775d4df532eded9b50a3547379191c8a059156dd

Observation 34285b9d-0df6-4009-89d4-4a0371fb9a1b · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:04.432607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.241709Z digest=sha256:d7cccdba120ce45e517dd271a27c4d378d439e49d9a7127d8225634185987b6d

Observation 6ed186e5-e03b-410b-9117-b38510f7d87d · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.418573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.246009Z digest=sha256:18c546ad7ae6fd713d8ebcb40615a7532e0f86ed9d69379c859aaae302ba96f5

Observation 55081aa9-b70c-41a4-83e9-5b24eca88f96 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.404467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.250752Z digest=sha256:eb9a057b10266ecd4d0620727cf0b7707e325b52acd6e20b72290e317cf5437a

Observation 42de750c-8b6b-42b4-849b-7fb6e35960f8 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.389096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.255355Z digest=sha256:0ca08aa4094da2773fabdf1cc1ffe489e5a54fe94a9f874abb1c8a4a65404a5f

Observation 1418f91d-ee6f-4d32-b528-13107d79d3a9 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.373617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.260344Z digest=sha256:ada872f9f47af43aa1df3ebabbb02dd80d1286518b62fb40705f7d72557507df

Observation 9a8ea7a7-8fcd-41de-8a50-225a768c6251 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.359813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.265130Z digest=sha256:99a27ff8978c6cc8d25ef8904dfa988394391a25c487695b51fc3528b67daad4

Observation fc21b09d-0bc4-471e-9899-ffe37f171f36 · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.345956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.269707Z digest=sha256:40fc54c503b6ed2c8f54cba41f8dcb1c6f060a4709ddfa6168413840621e472a

Observation 2c236b66-f785-417f-8c95-7d307b6d941c · outbound

This paper cites an unresolved cited work.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:04.331616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.274023Z digest=sha256:a14473ec337f1ced77593a1e1e0e2c498d792ffde910ce2e3256b69a357e9b6f

Observation e73f8292-d475-4c3a-9abf-b3097821270a · outbound

This paper cites C.2 Implementation of CAMEF The batch size is set to 10, and the training epochs are set to 10, consistent with the baseline models.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements C.2 Implementation of CAMEF The batch size is set to 10, and the training epochs are set to 10, consistent with the baseline models

Reference 140

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:04.316799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.278774Z digest=sha256:d86b2dac04368c90bcc9da07a9b027f3fd2d02768a0f033fb95bacd95ec85106

Observation 1b173fdf-580b-46f4-86f8-09bd654f3cf4 · outbound

This paper cites In ACL 2013.

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements In ACL 2013

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:04.499836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T22:18:04.218268Z digest=sha256:00f1262622ee40e407a88788da6a084a777adc6fd3f3d180521eb8460f4ebb99

Pith citing papers

No inbound Pith citation observations are available.