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Paper Citation Record · LEDGER

PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 56 inbound Pith citation observations for arXiv:2306.05443.

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

pith.paper-citation-record.v1
2306.05443 v1

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measured 0 of 0 reference resolution

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measured 56 of 56 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 56 of 56 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:32:45.133150Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:39:57.064029Z

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Outbound references

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Pith citing papers

Observation 738d14d8-079b-4df1-a512-e008586ff61f · inbound

Quantifying Qualitative Insights: Leveraging LLMs to Market Predict cites this paper.

Quantifying Qualitative Insights: Leveraging LLMs to Market Predict PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 28

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source=pdf_text observed=2026-08-12T21:45:14.908112Z digest=sha256:46108c7ba65a161b4190fb257c19e4f6caf235b06f6443d0acc68c0773431df0

Observation 37981224-586c-45d3-a5ef-c1b20d6277d4 · inbound

Leveraging LLMs for Predictive Insights in Food Policy and Behavioral Interventions cites this paper.

Leveraging LLMs for Predictive Insights in Food Policy and Behavioral Interventions PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 19

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source=pdf_text observed=2026-08-12T21:35:15.582538Z digest=sha256:d8506d882ed2a2e50ac98e44f2324d6225651351335e34d8bacb703e4c2d6be1

Observation 7e471947-b1ef-4c0d-bffe-5b4c1f826e6a · inbound

Thai Financial Domain Adaptation of THaLLE -- Technical Report cites this paper.

Thai Financial Domain Adaptation of THaLLE -- Technical Report PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 19

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source=pdf_text observed=2026-08-12T11:26:22.194005Z digest=sha256:34432f168708909a622d5a6c14d105048ca73e830312e7a14b8b1c7a497518a7

Observation c1f43e87-9d24-4a83-a091-2fa671b98eab · inbound

SeQwen at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains cites this paper.

SeQwen at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 14

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source=arxiv_source observed=2026-08-12T05:19:25.395710Z digest=sha256:950ec61bb11213846fddb54dcfd1263e42731182d6dbea701414e9c07a987881

Observation 772f962a-81b2-4859-a735-4947e8b7d467 · inbound

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing cites this paper.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 51

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source=pdf_text observed=2026-08-11T23:17:09.962812Z digest=sha256:e24926117ba2333d682683f88a0af0981ac8384df8e1734b73cb92c60470d01a

Observation 756443a0-370c-4564-8562-1f248c4256cc · inbound

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods cites this paper.

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 257

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arxiv_id, observed 2026-05-11T23:08:35.729084Z

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Observation f119b2b2-1b00-4e01-97e2-d07643b641b5 · inbound

AIDE: Attribute-Guided MultI-Hop Data Expansion for Data Scarcity in Task-Specific Fine-tuning cites this paper.

AIDE: Attribute-Guided MultI-Hop Data Expansion for Data Scarcity in Task-Specific Fine-tuning PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 28

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source=arxiv_source observed=2026-08-11T20:03:20.653548Z digest=sha256:d818a629ec2050a188dec82295d50a58532051692314ae556a9f44c63f970de7

Observation b03a1f4f-f49a-400b-b58f-1ec55d0e5328 · inbound

SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation cites this paper.

SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 45

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source=arxiv_source observed=2026-08-11T15:33:34.540052Z digest=sha256:6e2be5ffdd7fd0166f359c1fa019111949a5ae0b1a514139455b5d7628c3fb68

Observation f0f86c2e-9aa8-4529-9ead-a9db61458b52 · inbound

Baichuan4-Finance Technical Report cites this paper.

Baichuan4-Finance Technical Report PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 22

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source=pdf_text observed=2026-08-11T13:55:19.098397Z digest=sha256:1225fff1574c9e44ddf935ce52bd7634a297eee120e76e66c960cd4df764dfad

Observation 4876f5b0-6db1-408a-97f5-9d0e323ac992 · inbound

Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning cites this paper.

Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 10

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source=pdf_text observed=2026-08-11T05:12:11.318080Z digest=sha256:d0a090fe9982006a1b819917afa9e95e0a7d0d61f9635bd27ed175f7dbbd26a4

Observation 6c194b54-f586-4947-b1e1-1dba50495f11 · inbound

LLM-Powered Multi-Agent System for Automated Crypto Portfolio Management cites this paper.

LLM-Powered Multi-Agent System for Automated Crypto Portfolio Management PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 38

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source=pdf_text observed=2026-08-10T22:48:26.649340Z digest=sha256:c8cf902bee37c63d94de1849069e23d94fe5ed91dfce766fa017533da193e724

Observation dce34b9c-6707-4253-8ab6-335c3d95aab4 · inbound

FLAME: Financial Large-Language Model Assessment and Metrics Evaluation cites this paper.

FLAME: Financial Large-Language Model Assessment and Metrics Evaluation PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 6

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source=pdf_text observed=2026-08-10T22:23:43.667155Z digest=sha256:8de067aaa3e9ea8574d0104a3aa09c2625b5479f80147c611bdc704c5dc51bd6

Observation 30f7936b-2ae8-4194-8854-f003cca4c593 · inbound

Retrieval-augmented Large Language Models for Financial Time Series Forecasting cites this paper.

Retrieval-augmented Large Language Models for Financial Time Series Forecasting PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 2021

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source=pdf_text observed=2026-08-08T17:40:15.265078Z digest=sha256:9306a59802b3d6d41ad81eb8d4ecfcc8c41aacad7990bee998b807784cabd647

Observation 92307a1f-10fa-4393-b070-a33754457e0b · inbound

Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation cites this paper.

Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 37

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arxiv_id, observed 2026-05-23T02:55:19.655853Z

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source=arxiv_source observed=2026-05-23T02:54:08.887874Z digest=sha256:aaf11a12fab24ef8d026a0fd15b4d245d947ad68a75e6874df967c41e89f90f1

Observation a5af6915-3164-4596-98e2-988d0cfbb9ba · inbound

Bridging Language Models and Financial Analysis cites this paper.

Bridging Language Models and Financial Analysis PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 108

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arxiv_id, observed 2026-05-23T01:12:20.807884Z

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

source=pdf_text observed=2026-05-23T01:08:58.528533Z digest=sha256:2530d3b3978f354d7cd368af48bb00a148a8c3052ef3aa49132ea7f74301b6ff

Observation 7e0b8558-6aaf-4c4b-aab2-b8a362874e63 · inbound

KFinEval-Pilot: A Comprehensive Benchmark Suite for Korean Financial Language Understanding cites this paper.

KFinEval-Pilot: A Comprehensive Benchmark Suite for Korean Financial Language Understanding PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 20

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source=pdf_text observed=2026-08-16T12:32:45.133150Z digest=sha256:59051ab8ed1b423951b2446e47ad36c8a57b848ed5ac134e68d3c085454a7640

Observation ce00ad48-d923-4f11-97ea-9ee4e8ea4d92 · inbound

COSMOS: Predictable and Cost-Effective Adaptation of LLMs cites this paper.

COSMOS: Predictable and Cost-Effective Adaptation of LLMs PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 38

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source=pdf_text observed=2026-08-16T05:17:37.907493Z digest=sha256:a6dd9bd87eb860f81d6cb4af257235a2f9b60fc79a82b78a6abe28b4a922075f

Observation ccbf3761-5582-4ad6-a7ac-030b06a8ea9b · inbound

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy cites this paper.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 42

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source=pdf_text observed=2026-08-15T22:51:27.529828Z digest=sha256:62e869a7b81ffe3d75ba89d4b500c1f2b860e6ff999d73fc7522623a0fb0f374

Observation 4cbe7aec-b82d-4d4f-ab35-85a34540fd7d · inbound

Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models cites this paper.

Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 6

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source=pdf_text observed=2026-08-15T20:32:25.016672Z digest=sha256:49fc56326df0f0f1ff39230baa601b31c722ab246dec62ddee34448f2def9c62

Observation ad458454-ce46-42d2-9042-54600ed929ff · inbound

Learnware of Language Models: Specialized Small Language Models Can Do Big cites this paper.

Learnware of Language Models: Specialized Small Language Models Can Do Big PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 21

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source=pdf_text observed=2026-08-15T20:17:55.866218Z digest=sha256:938f0c781b4a3585ea6f9e3a658f1765e902f53894454e2d1743e9f5c03102c8

Observation c41709a0-aec3-4a76-8be3-d39876304e16 · inbound

FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs cites this paper.

FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 22

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source=pdf_text observed=2026-08-15T20:41:29.456502Z digest=sha256:b2c4d4c6db4e92fe75658e69e808dbc78746602795186dfc4592fab4f7a3ad0d

Observation 5e0dbc06-f60f-4059-8df8-6305468b6a8d · inbound

FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information cites this paper.

FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 34

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arxiv_id, observed 2026-05-22T02:25:56.151915Z

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Observation f167191e-7194-44be-8779-59bf35bf3526 · inbound

TabReason: A Reinforcement Learning-Enhanced Reasoning LLM for Explainable Tabular Data Prediction cites this paper.

TabReason: A Reinforcement Learning-Enhanced Reasoning LLM for Explainable Tabular Data Prediction PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 14

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source=arxiv_source observed=2026-08-07T13:28:15.714435Z digest=sha256:cdc3c73db18278fff86726d595db793392a5da994d979c21960d3e1a148a795d

Observation 062be120-5b83-484a-bd10-8f561181ae6e · inbound

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading cites this paper.

PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 29

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source=arxiv_source observed=2026-08-07T10:57:11.390841Z digest=sha256:b79b404c96d1557b4b7a026d4eafab2d463067d29b0cf5c79ec82d14c61c949c

Observation 260afb47-a802-4b86-a696-9b321ae82859 · inbound

Interpretable LLMs for Credit Risk: A Systematic Review and Taxonomy cites this paper.

Interpretable LLMs for Credit Risk: A Systematic Review and Taxonomy PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 59

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source=pdf_text observed=2026-08-07T10:58:09.678588Z digest=sha256:6cabd647d4652e5d8572e9b318818ec90caca90009f9a0981f9021d31c76f496

Observation 532d6054-2f08-4efb-9e5e-b0c2ba87cc94 · inbound

From Time Series Analysis to Question Answering: A Survey in the LLM Era cites this paper.

From Time Series Analysis to Question Answering: A Survey in the LLM Era PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 111

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arxiv_id, observed 2026-05-19T09:32:15.827880Z

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source=pdf_text observed=2026-05-19T09:31:55.829045Z digest=sha256:e4236a0c516586a125a8170f25e3fd57d53198c6bc6277e086ff175efbfc3224

Observation 334ea039-c062-4d5d-a793-26a3e95ce4b2 · inbound

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models cites this paper.

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 147

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source=pdf_text observed=2026-08-07T00:39:42.191691Z digest=sha256:312a534fcb7e4171f97ecd7f62a5e1cd584bfca0a00ef2925142987a890748de

Observation 015cc8c0-345c-45d6-8f7a-578d5c23c810 · inbound

Enterprise Large Language Model Evaluation Benchmark cites this paper.

Enterprise Large Language Model Evaluation Benchmark PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 18

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source=pdf_text observed=2026-08-06T22:56:31.976188Z digest=sha256:956ce0cc7e49749871a26be187b39b09bd48a6ae054f31abdfd84ba2db308168

Observation 58fa0fc6-ae4b-4eeb-bbba-9288718297b1 · inbound

Assessing the Capabilities and Limitations of FinGPT Model in Financial NLP Applications cites this paper.

Assessing the Capabilities and Limitations of FinGPT Model in Financial NLP Applications PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 42

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source=pdf_text observed=2026-08-06T19:50:40.852734Z digest=sha256:a03b9f3bddf62c6cb8ad0874af912e4a41ea63fb5a07bd7810b5f6bcbffab740

Observation 9a6be9af-1915-402d-864a-2c3f6c4b136c · inbound

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios cites this paper.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 27

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source=pdf_text observed=2026-08-06T20:02:14.234625Z digest=sha256:2a297927d542ed042aee3b9be6a593972555cc3c96562239c41c39366f65d356

Observation 3e0987c3-e8f9-40ce-a5cc-7f1ce8c0c2d4 · inbound

Agentar-Fin-R1: Enhancing Financial Intelligence through Domain Expertise, Training Efficiency, and Advanced Reasoning cites this paper.

Agentar-Fin-R1: Enhancing Financial Intelligence through Domain Expertise, Training Efficiency, and Advanced Reasoning PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 25

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source=pdf_text observed=2026-08-06T15:07:39.410991Z digest=sha256:e86a96f080c3d9df2ca7a7121685d2ded2cf216acc541b99957e492de67db431

Observation 006bd1f7-b888-4ac5-9ef7-37e02859a1c3 · inbound

FRED: Financial Retrieval-Enhanced Detection and Editing of Hallucinations in Language Models cites this paper.

FRED: Financial Retrieval-Enhanced Detection and Editing of Hallucinations in Language Models PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 25

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source=arxiv_source observed=2026-08-06T13:10:37.597774Z digest=sha256:fe734cdf0b31526eb6b1fa7cd45aee7d665d0cb0e0a3efa73b97343c438019d2

Observation 4d80aa64-9337-4403-b5d1-2868fd15aa45 · inbound

Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches cites this paper.

Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 39

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source=arxiv_source observed=2026-08-05T14:21:49.069345Z digest=sha256:fd2cbe9588215de6a63e9b002804c5dc9c54895f4e0756a542072ea29850eab9

Observation 6b41e5f0-059c-482b-bd3b-dc5716e2623d · inbound

AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models cites this paper.

AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 13

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arxiv_id, observed 2026-05-18T12:36:22.473371Z

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

source=pdf_text observed=2026-05-18T12:35:01.443896Z digest=sha256:2fead224fb9abff28de867a533e5bc3362fedb74b4e79cdaeee06f8cf0bb46d3

Observation 88146e96-87ed-4902-bd05-f21edeca6e85 · inbound

FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs cites this paper.

FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 28

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arxiv_id, observed 2026-05-21T21:04:21.632296Z

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=2026-05-21T21:01:59.463230Z digest=sha256:d7d73a252b053a25b213bcc28871ff3c76b7d3ee4be53b6114d6379c58cfd874

Observation 5e084897-7769-4419-9926-8d214409c344 · inbound

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation cites this paper.

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-05-15T14:25:55.543006Z

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=2026-05-15T14:21:53.325788Z digest=sha256:55eace4915aae6725a34d3ffd713c1c6b763a10f27d54d6faf65550c92f0f34f

Observation 995606a1-c0d0-4361-8625-44de8978c9f4 · inbound

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation cites this paper.

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 67

Resolution
unresolved
no resolver link, observed 2026-07-15T12:17:47.123519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T12:17:47.123519Z digest=sha256:9eca38864a968c8167399d4adddc40eff2d177665d1df536795aa72a2775a2af

Observation 967052a9-c261-4408-b534-99e3bcc3e39d · inbound

SysTradeBench: An Iterative Build-Test-Patch Benchmark for Strategy-to-Code Trading Systems with Drift-Aware Diagnostics cites this paper.

SysTradeBench: An Iterative Build-Test-Patch Benchmark for Strategy-to-Code Trading Systems with Drift-Aware Diagnostics PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:50:49.362122Z

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=2026-05-10T19:32:25.959711Z digest=sha256:d65cfe9b4480f0d53f525ac73e86fa1764b7e5775ca177bfc0405dde18598276

Observation b2371712-82e7-401f-8458-8b8b2cbeaa37 · inbound

SAGE: A Service Agent Graph-guided Evaluation Benchmark cites this paper.

SAGE: A Service Agent Graph-guided Evaluation Benchmark PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:21:00.917773Z

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=2026-05-10T16:41:23.956104Z digest=sha256:f075d2742ce40bd6a9d4c57f4c8c2c90c540a9a39855b32228ab9044b5ee16d3

Observation 3a4baa1e-a633-4dae-ba9b-c685eabef624 · inbound

MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model cites this paper.

MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 48

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T12:31:07.779481Z

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=arxiv_source observed=2026-05-10T03:21:32.522414Z digest=sha256:461163b8855ac1430b57b896dd9b7d654bd94d60a486e8933586035ef58bdc08

Observation 3441b18b-a003-485a-8c0e-1f89243e7bfb · inbound

Cross-Stock Predictability via LLM-Augmented Semantic Networks cites this paper.

Cross-Stock Predictability via LLM-Augmented Semantic Networks PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T13:36:10.315266Z

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=arxiv_source observed=2026-05-10T01:18:08.946013Z digest=sha256:74c5eb55972ec04be1aee4a1af998e790faf8dcfefa415ad9d10d0635e073911

Observation e0711597-3dd0-468e-bb4d-076d9af54e9d · inbound

From Hypotheses to Factors: Constrained LLM Agents in Cryptocurrency Markets cites this paper.

From Hypotheses to Factors: Constrained LLM Agents in Cryptocurrency Markets PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:11:27.223918Z

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=2026-05-07T12:34:07.673361Z digest=sha256:cb281a49e64bb3cfba30c8c33d0f26288d65fe7c8403433ede84d9c5d9919304

Observation e2c013cf-c41d-4b37-a65c-a6e5805b14c7 · inbound

Strat-LLM: Stratified Strategy Alignment for LLM-based Stock Trading with Real-time Multi-Source Signals cites this paper.

Strat-LLM: Stratified Strategy Alignment for LLM-based Stock Trading with Real-time Multi-Source Signals PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:56:08.526839Z

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=2026-05-08T10:42:08.721879Z digest=sha256:cb624781194df741d2e7fcb4a2f50c5a3ca580012f51ced9fe37fd9278f735c9

Observation 2e92d999-0121-4faa-9c96-aaed974c3ddb · inbound

Fin-Bias: Comprehensive Evaluation for LLM Decision-Making under human bias in Finance Domain cites this paper.

Fin-Bias: Comprehensive Evaluation for LLM Decision-Making under human bias in Finance Domain PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 79

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T02:16:15.754059Z

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=arxiv_source observed=2026-05-12T02:15:53.024591Z digest=sha256:166184cff9b5984ef9c9dd12664f0e7c1fdd6eccbf7446c79d1f5357882f02c4

Observation f76c4b25-43aa-4ef8-a631-817fc1c6e7b2 · inbound

FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models cites this paper.

FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-19T14:32:36.132356Z

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=2026-05-19T14:32:01.939211Z digest=sha256:677858714cee704ecf73f11d65d32a08ebdc0e23fc1a2f1582bca33cdc4af8c3

Observation e45a9cb3-c7d2-4c16-a0bc-e4e795093165 · inbound

FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models cites this paper.

FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-25T05:45:23.446895Z

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=2026-05-25T05:44:59.785603Z digest=sha256:6043726e3da673bdef03c4270651d5abb776af44fbe02b3a6beeb36f49e10e0d

Observation 0f5f06a0-6155-4288-acf3-41d91a0fa3e6 · inbound

DarkForest: Less Talk, Higher Accuracy for Multi-Agent LLMs cites this paper.

DarkForest: Less Talk, Higher Accuracy for Multi-Agent LLMs PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T10:54:36.569382Z

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=2026-06-30T10:49:40.809546Z digest=sha256:a19e82dae88a889406ed382751ed381ee508596e6fd5e1a169347b257b84c463

Observation 60f17c0b-3dac-4ba3-a4f8-aeabae54f931 · inbound

MoCA-Agent: A Market-of-Claims Code Agent for Financial and Numerical Reasoning cites this paper.

MoCA-Agent: A Market-of-Claims Code Agent for Financial and Numerical Reasoning PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 38

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T09:57:56.186634Z

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=arxiv_source observed=2026-06-27T10:17:42.831128Z digest=sha256:8a14c5bf0f544dedb9e955f1e63f6f74d520b203071cc858dcf8eb7ea08c8d88

Observation 7346a150-53ac-454a-965c-8b83252951ff · inbound

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation cites this paper.

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 73

Resolution
verified exact
arxiv_id, observed 2026-07-04T11:39:46.605693Z

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=2026-06-26T07:52:24.053501Z digest=sha256:d21cbc9b84ebc37da9d505b8f72e2183bbb81cb6257193f2a0f1690c007c324a

Observation 05ee6d47-48ac-41db-90bb-656dcafb720a · inbound

OpenFinGym: A Verifiable Multi-Task Gym Environment for Evaluating Quant Agents cites this paper.

OpenFinGym: A Verifiable Multi-Task Gym Environment for Evaluating Quant Agents PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 41

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T15:39:57.065370Z

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=arxiv_source observed=2026-06-26T01:29:30.732471Z digest=sha256:6c53520eb5bbf168ebd32434d59b87257ed7b7272e5fe9cf912891e0a4393a74

Observation d8f8d638-70cb-4cde-972c-ab6d91693a70 · inbound

A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management cites this paper.

A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-07-01T13:05:45.563286Z

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=2026-07-01T01:05:15.939877Z digest=sha256:36aaad938dbb865a2e1b333500c1d89f54c5026a1eca716b6c049633dc079543

Observation 5723d133-5244-483d-bded-e7b290da15b4 · inbound

A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management cites this paper.

A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-12T10:26:28.269588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T10:26:28.269588Z digest=sha256:9ae131a8bf7266a052ea9c0bd4c37900ef65d5de060b194ad8c5c70b4c0a6bf5

Observation 7468c30f-29c1-47ba-ae8d-cb34a3ae096a · inbound

A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management cites this paper.

A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T09:29:19.698919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T09:29:19.698919Z digest=sha256:0def7b0c3a9b674f000ce59247ad8f7f620f00d57ead16d4ce325e5088f0318e

Observation 9eab205f-43a3-4f1c-abe1-5af123cb5900 · inbound

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning cites this paper.

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 81

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T10:25:41.534881Z

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=arxiv_source observed=2026-07-01T05:33:52.027771Z digest=sha256:c99c09147b19b046d66422c679b2ef58ec048c26b375d9fbdc68b962e2851716

Observation 3b948b71-47ba-4cf8-9081-b6cd4c71b360 · inbound

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval cites this paper.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T04:28:56.464068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T04:28:56.464068Z digest=sha256:cbc13509dd9fcb79c884fbf9c4bd8e2315c55d020810c532c3364b961d097a15

Observation 2ed05c35-bfb4-471c-a5f1-ea82dc355a27 · inbound

Can Large Language Models Execute Parent Orders? cites this paper.

Can Large Language Models Execute Parent Orders? PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-31T08:15:26.246422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T08:15:26.246422Z digest=sha256:89c4c215861f8afc52186c87c214d370b2d87767a0393fedbe14bd3e77714e36