Pith. sign in

Paper Citation Record · LEDGER

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis

As of 24 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2606.10412.

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

pith.paper-citation-record.v1
2606.10412 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:26:19.084471Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

48 of 48 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved43
  • parse uncertain1
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-07-03T05:07:38.857390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:96130f5b37300958529bb1287ac25ab3b5cb19b98120c5605b4552d829ec8a87

Observation aae3e4ba-0b1f-4635-8d4e-710d061c3585 · outbound

This paper cites Language models are few-shot learners,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Language models are few-shot learners,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:8233848af6e6a783370474807ff511f093f0f75d0c4ec0e98709d62c52fdd8f2

Observation cfe51548-8f88-4241-9ec7-e26b795168e1 · outbound

This paper cites A generalised method for empirical game theoretic analysis,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis A generalised method for empirical game theoretic analysis,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:693dcc20d0f8af2a37c8f1f6aadf9bd62c17bdf58fcda371d4562532fa4c7ef4

Observation 67f58320-abc4-4fa0-8ae2-e63b80ec8815 · outbound

This paper cites Tensor fusion network for multimodal sentiment analysis,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Tensor fusion network for multimodal sentiment analysis,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:73a72023923b71342fe4bf343ace6be3b9958d1210321d5d948647eba05d2362

Observation a97d0436-b4f4-4ac8-88d2-1fb0b88fe4c0 · outbound

This paper cites Deep reinforcement learning for roboadvisory portfolio optimization,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Deep reinforcement learning for roboadvisory portfolio optimization,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:0722bf20aeed471a41b1e8434805e160360bcee5d43dd6d2a58f0bf2abdd1c1e

Observation e8773f70-f363-4492-a3d9-b6463a7df642 · outbound

This paper cites Multi-asset portfolio management with proximal policy optimization and transaction costs,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Multi-asset portfolio management with proximal policy optimization and transaction costs,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:2d3d5bf771e8298daa812129ae7d8c3bfbcd9fbe4697dbda05be02f9a9a3245e

Observation 40b97c15-92db-4580-9383-86e973c06ee8 · outbound

This paper cites Attention-enhanced PPO for financial time series prediction,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Attention-enhanced PPO for financial time series prediction,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:676bdf57cae23c551ab94d9bc0c104f43d3ae968e150f49fe52850dec8319934

Observation 0612e1de-5583-44a4-b128-c0849a4a254d · outbound

This paper cites Hybrid learning approaches for portfolio optimization: Combining PPO with supervised pre-training,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Hybrid learning approaches for portfolio optimization: Combining PPO with supervised pre-training,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:16b9c1ae4bad93533f1acd07dfc9e4acd3251b57cfa54be15bbe1b181dcc0819

Observation a3b0cc66-96e9-45df-ae79-7045d185a4f4 · outbound

This paper cites Transformer networks for highfrequency trading: Capturing microstructure patterns,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Transformer networks for highfrequency trading: Capturing microstructure patterns,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:3ecf33e20862996f5b160f76e6cc9d2618aca3a5f2b075487739d33495c3e136

Observation acf13594-beb4-49b5-8792-8468cf987c75 · outbound

This paper cites Hybrid CNN-LSTM architecture for microsecond- level price prediction in HFT,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Hybrid CNN-LSTM architecture for microsecond- level price prediction in HFT,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:29909621271bd248f11158d00e9a55e5f04124b640d5466a1ae032ff8d958ef0

Observation aeaec289-065b-4e43-8973-2aaf3fa69efd · outbound

This paper cites Multi-scale attention mechanisms for order book dynamics,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Multi-scale attention mechanisms for order book dynamics,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:e5897f8d90024dd7805f26e21901537df9858b68fed7227f56116d990bd87f5d

Observation 187a8ffc-824e-4557-a93d-bde156f8cfde · outbound

This paper cites Adaptive learning for non-stationary financial markets,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Adaptive learning for non-stationary financial markets,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:15d6e118464a22d339ad447334e27b8c62299e0427fb19217f1322a8c5ea2e21

Observation 59ec7730-7720-4706-8f25-32868dbb9288 · outbound

This paper cites Incorporating microstructure features into deep learning for HFT,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Incorporating microstructure features into deep learning for HFT,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:18b7f36b8be3fcd3e1eaccf317f199de0abc3b242a8faba31a8a1887b8269ab5

Observation c57ad9bc-bd1f-42c3-854e-a1ae7df1ad55 · outbound

This paper cites In-context learning for personalized financial advice,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis In-context learning for personalized financial advice,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:dd7a9c7ccfda07ae78d23d0786209148e64362e8e873fdcae5828d18c75fdb0c

Observation b4a7b34f-9cd5-4ff1-b144-d9259e7d7e05 · outbound

This paper cites Chain-of-thought prompting for financial reasoning,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Chain-of-thought prompting for financial reasoning,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:7f8685c9202dc186b0fcd9f3e51c5c72d9a5c41d3182889746525d7cc20e98ef

Observation fe3e5a23-058c-4f5b-ac7b-3d6234033846 · outbound

This paper cites Retrieval-augmented generation for adaptive investment strategies,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Retrieval-augmented generation for adaptive investment strategies,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:efc4feb4ba59c2024962382a2da561e50a9c86263f124d57a61d4d3c6f360b6b

Observation 13156ef5-8ed6-4477-b9a8-21520a923975 · outbound

This paper cites Constrained generation for safe financial advice: Mitigating hallucinations in LLMs,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Constrained generation for safe financial advice: Mitigating hallucinations in LLMs,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:46494a98749ba0f09e969c3f178b47cbb2d8f7697cbc012f1e9553eb20836e8a

Observation 5cb39550-61f7-4a88-9327-68b53db4c4e3 · outbound

This paper cites Continuous auctions and insider trading,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Continuous auctions and insider trading,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:320fcdc94b2c642525f5a945d5845a11fbc75959cd22cd0195925ed8cc034199

Observation 55eb72f2-1a9f-41cd-ba3d-b434e8353c26 · outbound

This paper cites Differentiable game theory for continuous financial markets,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Differentiable game theory for continuous financial markets,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:28f2d2ef5f7b0655ace0d4e3786ceac1b4fcb15be032ac7d297d16c3fc4928d1

Observation 0fda9066-f028-4fb9-a955-a4647a43b9ac · outbound

This paper cites Mean field games in algorithmic trading,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Mean field games in algorithmic trading,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:46518d48ce52f263610bf00277e3a0a0495664824360e2333516501dd62b3715

Observation a43fdee3-d60c-49f0-a036-3160db4689f1 · outbound

This paper cites Neural replicator dynamics for extensive-form games in finance,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Neural replicator dynamics for extensive-form games in finance,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:46390f01261a7ae69eeb419472a158b3b95505211bac0eece1d46c5a27bd5089

Observation 7b3f4d8a-705c-486e-8101-c27c11648cf8 · outbound

This paper cites Game-theoretic models of systemic risk in banking networks,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Game-theoretic models of systemic risk in banking networks,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:871a6d0250eb6a7921ff785a51a909a92627ea6307a962e394a7d80e5a3a36c7

Observation 603a1c67-e575-4c83-900c-fc79b7c2c163 · outbound

This paper cites Giving content to investor sentiment: The role of media in the stock market,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Giving content to investor sentiment: The role of media in the stock market,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:09551dc12b296852da977a42ae30eeaa84e5214018eea0a6ce0fd966932a70b7

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-07-03T05:07:38.855099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:40734c752ca4709a69132f41aab143a7b408d1b6444074a3fbc1b9e5f1f3c84b

Observation 76c9de5e-033f-4dbf-b36e-0553d5828ca2 · outbound

This paper cites Cross-modal attention for financial sentiment analysis,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Cross-modal attention for financial sentiment analysis,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:46d1641ce704fbbbc80cde7170ff2e320782f66f92cfa3ee3f9d5cf79fa27dc3

Observation 98cef1a1-7000-46a3-9ed0-019d37cdcb9b · outbound

This paper cites Domain adaptation for financial sentiment across markets,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Domain adaptation for financial sentiment across markets,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:11c48010fe53a028c83bfedc7dfe9a61b21e3ad723b24f5b5ad8b67440dd5515

Observation 260fecde-adc5-459d-a325-238f9b7b10cf · outbound

This paper cites Alternative data integration for enhanced sentiment analysis,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Alternative data integration for enhanced sentiment analysis,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:ca709112ca0d00097cf1992e5870d62e195c45846de3dad4fbe12ba6208d831f

Observation 94e3132e-933d-492f-aa7b-bf8706c41a18 · outbound

This paper cites Combining reinforcement learning with sentiment for trading strategies,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Combining reinforcement learning with sentiment for trading strategies,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:a98529b9769aac6fcbbd0869d25445a55567c9f769b6b7017abce1b399eb702b

Observation 77567b71-ab7f-4eab-a3f3-6609296e1b43 · outbound

This paper cites Integrating HFT with multi-modal analysis for market prediction,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Integrating HFT with multi-modal analysis for market prediction,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:cb20b69b1d639036b2724e02e734b0fd99fae4565b1093b32a23fbef1e3ecaea

Observation 63137641-6274-467c-a0a4-865410cf9bf1 · outbound

This paper cites Attention is all you need,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Attention is all you need,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:544aae59ee7899c043d1a9e037692ae287e677530696b582870fd79b274ad4a3

Observation fa63794b-8fbf-476a-ba2b-6688b161b4c2 · outbound

This paper cites Masked autoencoders for financial time series,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Masked autoencoders for financial time series,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:b9dc1712617b047f46f8dbbc5893511e407427d99439e9e1d4613016037fcda0

Observation 8c0ea9c4-94bd-4cbe-98be-1fdf7b1b362a · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis An image is worth 16x16 words: Transformers for image recognition at scale,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:f7fe0c63bd7a9bdc2b4fefb7969cd507d4aee2762b573c8b9fc31e30eb239c50

Observation d3de43e6-3f76-45b8-8729-f03bd0117707 · outbound

This paper cites wav2vec 2.0: A framework for self- supervised learning of speech representations,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis wav2vec 2.0: A framework for self- supervised learning of speech representations,

Reference 33

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:6809f43ca0e6cfb047058ffefc4c2f15d1d5e92474595b36fb13fdb7bb789760

Observation 0540ac61-70b0-494a-9179-84dfc3cb3407 · outbound

This paper cites Federated learning for financial institutions: Privacy- preserving collaborative training,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Federated learning for financial institutions: Privacy- preserving collaborative training,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:4b5c1a5c457f2484849bbf1e246abc4755df5b0c5748a4ae1feb741cadc7731d

Observation 339972eb-ef76-4487-be91-fda8264de65a · outbound

This paper cites Causal inference in financial markets,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Causal inference in financial markets,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:d67862d2c8a53e6fa0c2e669a714f5c2d4fb446206a38c6449248a98dcff7a44

Observation a46313f6-5b68-42f9-813a-c168d9ec0120 · outbound

This paper cites Machine learning and asset pricing: New evidence,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Machine learning and asset pricing: New evidence,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:e2d0331edfda737581b23f4f6df88a52d871f8b877d7ce6ab85506045749145d

Observation b6ca4f26-218e-42f6-92e4-168c80bb710f · outbound

This paper cites AI-driven arbitrage in incomplete markets,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis AI-driven arbitrage in incomplete markets,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:5d311e96625281f8e96f84b094a58b378d508c5aa780a115236567a0bc16a648

Observation 4958802a-2667-42c4-ab77-e79a5c1525e2 · outbound

This paper cites Revisiting option pricing with neural networks,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Revisiting option pricing with neural networks,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:2324d8fdcff195f173ab6488c5ce3f01a010d1b9b292b758525d77d010e2c1d3

Observation 75564ee2-a735-426e-a1b3-18c3cb491c2f · outbound

This paper cites Portfolio theory in the age of machine learning,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Portfolio theory in the age of machine learning,

Reference 39

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:b9ee466007be4aed29a61c412ff44cbae569927b8ba2f3a47345938290fbef2a

Observation 7f731772-61c0-4177-b866-e9a72e016a12 · outbound

This paper cites Adaptive markets and artificial intelligence,.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Adaptive markets and artificial intelligence,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:4bc1a3a0be0aabccf9d762465d5c99d54105a0a874106fd70769a0c34e0970eb

Observation b16f6339-4ac3-4259-91cc-f5ee697f7800 · outbound

This paper cites Proof of Convergence Rate We provide the complete proof for the convergence rate of our unified optimization algorithm.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Proof of Convergence Rate We provide the complete proof for the convergence rate of our unified optimization algorithm

Reference 41

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:0548fb05310f85b24e6774b5aad711cef7ee1c74a98d455038c6a17a5e85b956

Observation ac23f0c2-d653-436b-baa1-2048d6573c1c · outbound

This paper cites an unresolved cited work.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Unresolved cited work

Reference 42

Resolution
malformed identifier
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:0a579f90975babc0c6540094fe5bd5c1e3a172f656ce0ab7e6f2459750bb1c3c

Observation 5c8f82bb-f202-4307-a6d8-a67c77c7e4eb · outbound

This paper cites an unresolved cited work.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:22428fd202bdb77f1543b5b8a90828edebf0db93d1863bf5de25adcf5fa3c5de

Observation df03f918-f46f-48b1-8446-ccb29b26e506 · outbound

This paper cites an unresolved cited work.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Unresolved cited work

Reference 44

Resolution
parse uncertain
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:622a5ec19171929856f1eb632fa48a5e7b7b3a6957de720685f40f272f6c9e27

Observation 74d5198c-b507-466d-bf21-9ad1af1382b7 · outbound

This paper cites an unresolved cited work.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Unresolved cited work

Reference 45

Resolution
malformed identifier
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:faa28f4a11800db54bbfa840e14434f41e0654a16794aaabc9a816082c58b8d6

Observation 14366936-f9c8-45b1-ba93-65570b28ddad · outbound

This paper cites an unresolved cited work.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:a9208637c2bbaaa9a33bf260f33f749d94622e780bc9906b96e2d1339d1afe71

Observation d4fc5b2f-ed04-4dc6-afb6-8a2de2f1abb2 · outbound

This paper cites an unresolved cited work.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:c2b6d222283c943d2c1e7fd26285c8c1c76e7e6bc1dcd09f90edea535f0a2911

Observation 84029e94-da50-40c0-a8e0-353acc54c4e3 · outbound

This paper cites an unresolved cited work.

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-06-27T13:26:19.084471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:26:19.084471Z digest=sha256:d26cd113433235551a8f374084f194cb890466e2aff54e3751fe5fc8f1515790

Pith citing papers

No inbound Pith citation observations are available.