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Paper Citation Record · LEDGER

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction

As of 20 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2504.17313.

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

pith.paper-citation-record.v1
2504.17313 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:45:49.138173Z

measured 33 of 33 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:45:39.744751Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T15:45:40.694892Z

Reference resolution

32 of 32 outbound references displayed

  • verified exact4
  • verified fuzzy12
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cec4170a-dbbe-435c-8eb7-af0823366788 · outbound

This paper cites In: 2014 UKSim-AMSS 16th International Conference on Computer Modelling and Simulation.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: 2014 UKSim-AMSS 16th International Conference on Computer Modelling and Simulation

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-16T10:45:50.058218Z

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=2026-08-16T10:45:48.968541Z digest=sha256:9dfdbe624f2978a1cd717c3582a7f0dec18cb1c5b5a9ddd0d8e9426ead25e074

Observation a9c6bbd0-5a1b-488d-b1e7-bd4948ebdf39 · outbound

This paper cites In: Proceedings of the 27th ACM International Conference on Information and Knowledge Management.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the 27th ACM International Conference on Information and Knowledge Management

Reference 2

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no resolver link, observed 2026-08-16T10:45:48.974556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:45:48.974556Z digest=sha256:ea9c3a6080325fc6e19d009979fed0045fbd0625c41755d1b37cc1ebc27602ba

Observation 3966a3ca-1fb1-4b4e-8e47-01696dd2a588 · outbound

This paper cites In: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (Jul 2020).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (Jul 2020)

Reference 3

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no resolver link, observed 2026-08-16T10:45:48.980170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:45:48.980170Z digest=sha256:541780201d846901f3c58e2f4930397ef2d1e697edb953cd203b66f5171bf64e

Observation 980e07b2-1ef4-466d-8ca9-333c9de1f6bc · outbound

This paper cites https://doi.org/10.3233/FAIA230328 14 Z.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction https://doi.org/10.3233/FAIA230328 14 Z

Reference 4

Resolution
verified exact
doi, observed 2026-08-16T10:45:49.289081Z

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.

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Observation 8109bd20-baf9-4aba-b2b4-ea98c43a6d28 · outbound

This paper cites In: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (Aug 2019).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (Aug 2019)

Reference 5

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no resolver link, observed 2026-08-16T10:45:48.991268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:45:48.991268Z digest=sha256:88ffaf3c592bec90658a3433540aa8ffae8958484bf35956d8cb6d184cc30289

Observation e6cbcf31-1867-42b0-a807-5fb794e6fa3d · outbound

This paper cites ACM Transactions on Information Systems pp.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction ACM Transactions on Information Systems pp

Reference 6

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unresolved
no resolver link, observed 2026-08-16T10:45:48.997922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:45:48.997922Z digest=sha256:d0a529d5f81d6a15ba1cf2e42c302b6435b5a5fbf97a40b2d4a1bf63a05baeb7

Observation dfee04dc-a2c8-41ff-850d-180932ce6d90 · outbound

This paper cites In: Proceedings of the Second ACM International Conference on AI in Finance (Nov 2021).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the Second ACM International Conference on AI in Finance (Nov 2021)

Reference 7

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no resolver link, observed 2026-08-16T10:45:49.004649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:45:49.004649Z digest=sha256:d2d28cdac1bdddaf24971c2be7bb2171d9bc945e616eafa2d35ac5b2e0a1873b

Observation 8572ceb2-0b67-4852-b4e9-5c6376223908 · outbound

This paper cites A Machine Learning Model for Stock Market Prediction.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction A Machine Learning Model for Stock Market Prediction

Reference 8

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metadata mismatch
local_arxiv, observed 2026-08-16T10:45:49.617579Z

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=2026-08-16T10:45:49.009750Z digest=sha256:4c7a0ee022cc50f756135b9cdf5eebe43677793a3def186e308240ac2da2b10f

Observation 3248b469-a40a-4056-9ffb-746c8f9b2422 · outbound

This paper cites RePEc: Research Papers in Economics - RePEc,RePEc: Research Papers in Economics - RePEc (Jan 2017).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction RePEc: Research Papers in Economics - RePEc,RePEc: Research Papers in Economics - RePEc (Jan 2017)

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-16T10:45:50.039953Z

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=2026-08-16T10:45:49.015488Z digest=sha256:0a2d58766c050eb857fdfb986b910af1b27cc08151d40fa758f4a18711b8d4c8

Observation ac446c84-2d1d-49f0-a59a-b11d030aa136 · outbound

This paper cites In: International Conference on Learning Representations (2021), https://openreview.net/forum?id=cGDAkQo1C0p.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: International Conference on Learning Representations (2021), https://openreview.net/forum?id=cGDAkQo1C0p

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:45:50.019900Z

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.

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Observation a192e345-a897-4f0e-9b00-195244b0766d · outbound

This paper cites In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:45:50.000038Z

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=2026-08-16T10:45:49.025814Z digest=sha256:b411b8be539bdcfa90bb1edf6b6a221e8784fef9a1668a5f6acdb706e58c1960

Observation 67e0a17c-fb1b-47d1-933b-0ecc0aefdd60 · outbound

This paper cites SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing

Reference 12

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unresolved
no resolver link, observed 2026-08-16T10:45:49.030902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:45:49.030902Z digest=sha256:b871a76bda2ddbf0616cc548b0b6c69028aa3bb5d5ee60fa6eb790f79698b54c

Observation 51f79648-24e7-429d-bd81-665a9a4a583a · outbound

This paper cites Mathematical Problems in Engineering2016 (2016).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction Mathematical Problems in Engineering2016 (2016)

Reference 13

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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.

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Observation d90d081d-04ee-4f17-9988-9923f4a68245 · outbound

This paper cites RePEc: Research Papers in Economics - RePEc,RePEc: Research Papers in Economics - RePEc (Jun 2021).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction RePEc: Research Papers in Economics - RePEc,RePEc: Research Papers in Economics - RePEc (Jun 2021)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:45:49.963220Z

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=2026-08-16T10:45:49.042362Z digest=sha256:2d19a62046b02319fcfd286609bee544349f7e15c6a8aca95415d58698a50125

Observation 984c7f5b-6b3c-424c-ad23-af44845d007f · outbound

This paper cites International Journal of Business Forecasting and Marketing Intelligence9(2), 179–196 (2024).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction International Journal of Business Forecasting and Marketing Intelligence9(2), 179–196 (2024)

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:45:49.946143Z

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.

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Observation 97e1fb9e-bbaf-4736-9f45-47377015bdcd · outbound

This paper cites an unresolved cited work.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:45:49.928741Z

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.

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Observation 14325c4b-b9af-4d20-adb9-c3816f9e041f · outbound

This paper cites Omega33(6), 497–505 (2005).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction Omega33(6), 497–505 (2005)

Reference 17

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no resolver link, observed 2026-08-16T10:45:49.057961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:45:49.057961Z digest=sha256:4dac285763601506afa6a0b9578cbb4a09b1190e8e3847e1a70c3afbc590668d

Observation 1b702b99-f694-469a-87b5-52eab81f9bd4 · outbound

This paper cites https://doi.org/10.3233/FAIA230476.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction https://doi.org/10.3233/FAIA230476

Reference 18

Resolution
verified exact
doi, observed 2026-08-16T10:45:49.246596Z

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.

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Observation 1cfe7823-822d-4e99-8ee2-e05c17ee1565 · outbound

This paper cites International Journal of Forecasting pp.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction International Journal of Forecasting pp

Reference 19

Resolution
verified exact
doi, observed 2026-08-16T10:45:49.227325Z

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=2026-08-16T10:45:49.068040Z digest=sha256:4b9e535393ac377aefd73c5b8f173b7cfd5b2f5a21bc25146a913afc28b6bbcb

Observation 02a77fe9-4552-4f22-a76b-75dab7411ca6 · outbound

This paper cites In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) (Jan 2020).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) (Jan 2020)

Reference 20

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no resolver link, observed 2026-08-16T10:45:49.074003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5cef4f1d-4c02-4a63-8837-fb53ff5bcc1b · outbound

This paper cites In: Proceedings of the Third ACM International Conference on AI in Finance (Nov 2022).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the Third ACM International Conference on AI in Finance (Nov 2022)

Reference 21

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no resolver link, observed 2026-08-16T10:45:49.079591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ed0c6bcb-3ea3-4c39-be7f-265f67ae5f0c · outbound

This paper cites Advances in Neural Information Processing Systems30 (2017).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction Advances in Neural Information Processing Systems30 (2017)

Reference 22

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raw_fallback, observed 2026-08-16T10:45:49.899862Z

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.

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Observation 6f480ceb-de37-4484-9f9b-75d5a071f11c · outbound

This paper cites Journal of Multinational Financial Management17(3), 231–243 (2007).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction Journal of Multinational Financial Management17(3), 231–243 (2007)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:45:49.880746Z

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.

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Observation ae3d164b-dcca-46b6-96ce-8c0429439ff6 · outbound

This paper cites Expert Systems with Applications208, 118128 (2022).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction Expert Systems with Applications208, 118128 (2022)

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-16T10:45:49.861503Z

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=2026-08-16T10:45:49.095080Z digest=sha256:c8b683c6551d8055f2410b95342831edac09ac71b115467d8e48e5a0fb4914a6

Observation 5baf3244-6d99-4e95-957a-43ed35341830 · outbound

This paper cites Advances in Neural Information Processing Systems34, 22419–22430 (2021).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction Advances in Neural Information Processing Systems34, 22419–22430 (2021)

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-16T10:45:49.842844Z

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=2026-08-16T10:45:49.100380Z digest=sha256:486ce7cc45370406ff72f012b95a493bddb5577d50ddc3ab3a8e9820e14a998d

Observation 4d7148b2-a479-431e-adcf-f0d8c850841c · outbound

This paper cites In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (Jan 2018).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (Jan 2018)

Reference 26

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unresolved
no resolver link, observed 2026-08-16T10:45:49.105257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:45:49.105257Z digest=sha256:09de028fa5f0b6ea81bedc407f3ffc55e6c1f03c54991400774c4798b8963e67

Observation 3d93cc73-2bd5-4316-8523-b025ea3f0ece · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence pp.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction Proceedings of the AAAI Conference on Artificial Intelligence pp

Reference 27

Resolution
verified exact
doi, observed 2026-08-16T10:45:49.184233Z

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.

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Observation 01e1c6ef-8a86-4411-ba7d-0ea6cec139b6 · outbound

This paper cites an unresolved cited work.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:45:49.823996Z

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.

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Observation 2acfaf99-3b5d-4a61-935d-92ced77f4aaa · outbound

This paper cites In: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (Aug 2021).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (Aug 2021)

Reference 29

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unresolved
no resolver link, observed 2026-08-16T10:45:49.120947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bfb11a9b-58ee-4d14-9f24-d86403796470 · outbound

This paper cites In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Aug 2017).

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Aug 2017)

Reference 30

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unresolved
no resolver link, observed 2026-08-16T10:45:49.127005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7725e26e-f941-474c-aba4-05fc811506e9 · outbound

This paper cites an unresolved cited work.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-08-16T10:45:49.805678Z

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.

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Observation 63dad72d-9a5c-4b4b-bba9-3a3d627e8d0f · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:45:49.786299Z

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=2026-08-16T10:45:49.138173Z digest=sha256:6eba5df7877bab5b7dd7af8327c2e40a02dad70cea8bbe75d4b249a8fa4a8e42

Pith citing papers

Observation c13428b3-d238-4815-b56f-d76d3be5ce4e · inbound

FinCast: A Foundation Model for Financial Time-Series Forecasting cites this paper.

FinCast: A Foundation Model for Financial Time-Series Forecasting Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction

Reference 2025

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T15:45:40.884874Z

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=2026-08-05T15:45:39.744751Z digest=sha256:664b14ab6032bfd9fc4da98bb824e402b2333286ede03173208c656458ec6866