Paper Citation Record · LEDGER

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis

As of 9 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 3 inbound Pith citation observations for arXiv:2506.05019.

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

pith.paper-citation-record.v1
2506.05019 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:32:16.663205Z

measured 49 of 49 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:22:23.375438Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

46 of 46 outbound references displayed

verified exact2
verified fuzzy2
unresolved41
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 620f194d-6aee-4305-9747-5de97be0fb2a · outbound

This paper cites FinBERT: Financial Sentiment Analysis with Pre-trained Language Models.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.490938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 465914d8-1e53-4598-872a-fde0c53224b6 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.452153Z

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.

Observation 18302cf8-09d3-4aaf-97f6-e276b674dfa7 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.441785Z

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.

Observation 175c875d-9c56-4cf8-a6a3-b69c874945b0 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.432064Z

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.

Observation 14520e80-2658-465f-85f1-238ffa9d4d17 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.421624Z

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.

Observation 8c3eb430-67dd-4f6d-88ed-8e4f95e1e6e6 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.411862Z

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.

Observation e761cac6-e982-425a-9235-1834c32e8814 · outbound

This paper cites ChatGPT Informed Graph Neural Network for Stock Movement Prediction.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis ChatGPT Informed Graph Neural Network for Stock Movement Prediction

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.514682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9ac56e6-e099-4ae3-b480-53763513092f · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.401779Z

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.

Observation 6620d2b2-308d-4d2e-99c5-9c3842ea535a · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.391085Z

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.

Observation f63caef4-aa16-4ade-90e6-2814aca12b56 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.381141Z

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.

Observation 911f919b-b621-4a5e-a73a-246224900cbc · outbound

This paper cites GPT-InvestAR: Enhancing Stock Investment Strategies through Annual Report Analysis with Large Language Models.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis GPT-InvestAR: Enhancing Stock Investment Strategies through Annual Report Analysis with Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.529365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23660921-9cc5-43f2-b716-46b8cb2665b3 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.371422Z

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.

Observation 6d0afd60-9a64-4f9d-a23f-a5ed1816834e · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.360732Z

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.

Observation bf837a30-5c00-4299-a53b-6a28e53a726a · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.349992Z

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.

Observation a3c144cc-d56b-48e5-abee-abe2de291f09 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.338986Z

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.

Observation a0207199-d157-486f-8d91-43da048273aa · outbound

This paper cites Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.549427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c5f517f-90f1-4da6-95e9-69cb5cdcb40e · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.328116Z

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.

Observation dbfcb550-ce74-4780-82c8-90a820eba039 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.317417Z

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.

Observation 0c880665-ba79-4c31-8019-6deb05eb1ca5 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.306441Z

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.

Observation 1fdb9211-fcf5-4039-a7f2-f65cf448642f · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.295787Z

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.

Observation ea04e1c2-315c-4e69-90ce-299389b8eb5c · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.567313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1725c58a-be30-4882-80e9-8bdf217c9acc · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.571022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62c6189a-d7a3-4465-828f-8e4e4bcd1fad · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.271783Z

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.

Observation 6b303480-fc51-43fe-882b-ecba86cf8f9e · outbound

This paper cites FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.578314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 964ffc6b-17f6-4eb8-9b09-b605771737a8 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.582234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3b328c0-c837-433f-8241-e9f69c113792 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.261759Z

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.

Observation 99ff0328-736d-45ba-9c9b-b0d8b0e3a4e6 · outbound

This paper cites Malkiel and Eugene F.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Malkiel and Eugene F

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-07T10:32:16.589414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a22e559-3dba-48c7-805c-d1164601d010 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.251600Z

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.

Observation 5ad6ee4e-09d5-4290-b6f0-a521c1599711 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.240733Z

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.

Observation 16965152-6bcd-40e4-87dc-e93d33bec3a0 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.228542Z

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.

Observation 8b9a748e-89b7-40c6-ab92-16240f2b482d · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.214898Z

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.

Observation 19822ed2-c81c-41c1-9aea-96f1992269ed · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.199014Z

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.

Observation 5f91cacc-3196-40b4-b121-79905e99d3d2 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.186983Z

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.

Observation fc248a11-8362-44e3-b478-9f7a06e44615 · outbound

This paper cites 2005.Applied linear regression.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis 2005.Applied linear regression

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:17.169399Z

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.

Observation bdd64c9d-894b-43e2-bad0-4a5f5b3b13b3 · outbound

This paper cites Context is Key: A Benchmark for Forecasting with Essential Textual Information.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Context is Key: A Benchmark for Forecasting with Essential Textual Information

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.621802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd051cd5-53ca-425e-9c9e-6405adbf7088 · outbound

This paper cites TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.626170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fb3169f-43c0-45bc-87e4-1a3e8f03f497 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.158032Z

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.

Observation 6918458f-e2c7-4ded-812f-9e03ff699149 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.633930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b3bd669-4f7c-4b7c-83a5-60ae12527d4f · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.136285Z

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.

Observation 01a5c0e8-3685-40e5-8515-2a526ac9dc6b · outbound

This paper cites Learning Explainable Stock Predictions with Tweets Using Mixture of Experts.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Learning Explainable Stock Predictions with Tweets Using Mixture of Experts

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:32:16.838553Z

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.

Observation 2269b658-de8a-43a5-94ab-91894f393da8 · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.121688Z

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.

Observation 4cb5ca9b-d5b5-4e19-8691-e18a35f3baed · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.108541Z

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.

Observation 656e350e-05c5-4f52-8e14-1f6ea8111e55 · outbound

This paper cites Fourier Basis Mapping: A Time-Frequency Learning Framework for Time Series Forecasting.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Fourier Basis Mapping: A Time-Frequency Learning Framework for Time Series Forecasting

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:32:16.818861Z

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.

Observation 8c2a9eb9-7128-449d-9e05-8551e502aaa5 · outbound

This paper cites InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.655756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76b11fb5-2c8b-42db-8cab-038e55a6ac7a · outbound

This paper cites an unresolved cited work.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:32:17.094907Z

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.

Observation 18c8905c-acab-4d33-bd51-4f2a4de70f85 · outbound

This paper cites sharp price rise.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis sharp price rise

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:32:17.081821Z

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.

Pith citing papers

Observation 9de31b6c-9555-4f6c-8081-8a285f2d50bf · inbound

Overcoming the Modality Gap in Context-Aided Forecasting cites this paper.

Overcoming the Modality Gap in Context-Aided Forecasting FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:30:00.125485Z

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.

Observation 15d9ebb1-624c-4ef7-bb97-26788407f949 · inbound

Overcoming the Modality Gap in Context-Aided Forecasting cites this paper.

Overcoming the Modality Gap in Context-Aided Forecasting FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T18:22:23.375438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 470b5951-ff22-4aa0-8156-da742d64628a · inbound

RAVEN: A Regime-Aware Variable-context Expert Network for Financial Time Series Forecasting cites this paper.

RAVEN: A Regime-Aware Variable-context Expert Network for Financial Time Series Forecasting FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-27T01:10:21.256359Z

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.