Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:32:45.133150Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T15:39:57.064029Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 738d14d8-079b-4df1-a512-e008586ff61f · inbound
Quantifying Qualitative Insights: Leveraging LLMs to Market Predict PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37981224-586c-45d3-a5ef-c1b20d6277d4 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e471947-b1ef-4c0d-bffe-5b4c1f826e6a · inbound
Thai Financial Domain Adaptation of THaLLE -- Technical Report PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 772f962a-81b2-4859-a735-4947e8b7d467 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 756443a0-370c-4564-8562-1f248c4256cc · inbound
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
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.
Observation f119b2b2-1b00-4e01-97e2-d07643b641b5 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b03a1f4f-f49a-400b-b58f-1ec55d0e5328 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0f86c2e-9aa8-4529-9ead-a9db61458b52 · inbound
Baichuan4-Finance Technical Report PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4876f5b0-6db1-408a-97f5-9d0e323ac992 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c194b54-f586-4947-b1e1-1dba50495f11 · inbound
LLM-Powered Multi-Agent System for Automated Crypto Portfolio Management PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dce34b9c-6707-4253-8ab6-335c3d95aab4 · inbound
FLAME: Financial Large-Language Model Assessment and Metrics Evaluation PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30f7936b-2ae8-4194-8854-f003cca4c593 · inbound
Retrieval-augmented Large Language Models for Financial Time Series Forecasting PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92307a1f-10fa-4393-b070-a33754457e0b · inbound
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
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.
Observation a5af6915-3164-4596-98e2-988d0cfbb9ba · inbound
Bridging Language Models and Financial Analysis PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 108
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.
Observation 7e0b8558-6aaf-4c4b-aab2-b8a362874e63 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce00ad48-d923-4f11-97ea-9ee4e8ea4d92 · inbound
COSMOS: Predictable and Cost-Effective Adaptation of LLMs PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccbf3761-5582-4ad6-a7ac-030b06a8ea9b · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cbe7aec-b82d-4d4f-ab35-85a34540fd7d · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad458454-ce46-42d2-9042-54600ed929ff · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c41709a0-aec3-4a76-8be3-d39876304e16 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e0dbc06-f60f-4059-8df8-6305468b6a8d · inbound
FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 34
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.
Observation f167191e-7194-44be-8779-59bf35bf3526 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 062be120-5b83-484a-bd10-8f561181ae6e · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 260afb47-a802-4b86-a696-9b321ae82859 · inbound
Interpretable LLMs for Credit Risk: A Systematic Review and Taxonomy PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 532d6054-2f08-4efb-9e5e-b0c2ba87cc94 · inbound
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
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.
Observation 334ea039-c062-4d5d-a793-26a3e95ce4b2 · inbound
Domain Specific Benchmarks for Evaluating Multimodal Large Language Models PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 147
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 015cc8c0-345c-45d6-8f7a-578d5c23c810 · inbound
Enterprise Large Language Model Evaluation Benchmark PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58fa0fc6-ae4b-4eeb-bbba-9288718297b1 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a6be9af-1915-402d-864a-2c3f6c4b136c · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e0987c3-e8f9-40ce-a5cc-7f1ce8c0c2d4 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 006bd1f7-b888-4ac5-9ef7-37e02859a1c3 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d80aa64-9337-4403-b5d1-2868fd15aa45 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b41e5f0-059c-482b-bd3b-dc5716e2623d · inbound
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
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.
Observation 88146e96-87ed-4902-bd05-f21edeca6e85 · inbound
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
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.
Observation 5e084897-7769-4419-9926-8d214409c344 · inbound
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
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.
Observation 995606a1-c0d0-4361-8625-44de8978c9f4 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 967052a9-c261-4408-b534-99e3bcc3e39d · inbound
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
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.
Observation b2371712-82e7-401f-8458-8b8b2cbeaa37 · inbound
SAGE: A Service Agent Graph-guided Evaluation Benchmark PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 58
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.
Observation 3a4baa1e-a633-4dae-ba9b-c685eabef624 · inbound
MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 48
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.
Observation 3441b18b-a003-485a-8c0e-1f89243e7bfb · inbound
Cross-Stock Predictability via LLM-Augmented Semantic Networks PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 10
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.
Observation e0711597-3dd0-468e-bb4d-076d9af54e9d · inbound
From Hypotheses to Factors: Constrained LLM Agents in Cryptocurrency Markets PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 9
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.
Observation e2c013cf-c41d-4b37-a65c-a6e5805b14c7 · inbound
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
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.
Observation 2e92d999-0121-4faa-9c96-aaed974c3ddb · inbound
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
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.
Observation f76c4b25-43aa-4ef8-a631-817fc1c6e7b2 · inbound
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
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.
Observation e45a9cb3-c7d2-4c16-a0bc-e4e795093165 · inbound
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
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.
Observation 0f5f06a0-6155-4288-acf3-41d91a0fa3e6 · inbound
DarkForest: Less Talk, Higher Accuracy for Multi-Agent LLMs PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 4
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.
Observation 60f17c0b-3dac-4ba3-a4f8-aeabae54f931 · inbound
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
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.
Observation 7346a150-53ac-454a-965c-8b83252951ff · inbound
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
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.
Observation 05ee6d47-48ac-41db-90bb-656dcafb720a · inbound
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
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.
Observation d8f8d638-70cb-4cde-972c-ab6d91693a70 · inbound
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
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.
Observation 5723d133-5244-483d-bded-e7b290da15b4 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7468c30f-29c1-47ba-ae8d-cb34a3ae096a · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9eab205f-43a3-4f1c-abe1-5af123cb5900 · inbound
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
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.
Observation 3b948b71-47ba-4cf8-9081-b6cd4c71b360 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ed05c35-bfb4-471c-a5f1-ea82dc355a27 · inbound
Can Large Language Models Execute Parent Orders? PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.