Paper Citation Record · LEDGER

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios

As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2507.10448.

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

pith.paper-citation-record.v1
2507.10448 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:02:14.377591Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T12:23:09.343910Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T12:25:35.642267Z

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy10
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72b56f9c-8916-4d67-aad8-daef72135620 · outbound

This paper cites an unresolved cited work.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:14.977803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 989af775-e186-4f73-8d12-8ec313662f3f · outbound

This paper cites an unresolved cited work.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:14.962812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9358e498-c053-422d-a4e0-9de3ad09eb5a · outbound

This paper cites DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.121203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63a7c2f2-db37-41ad-8795-6bac1a1d14b1 · outbound

This paper cites AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.126538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56a55c84-a85d-4bf7-8188-69a496792aa6 · outbound

This paper cites In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:14.948167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c49a490d-0422-4ffb-bdc8-c97466f7126a · outbound

This paper cites xVal: A Continuous Numerical Tokenization for Scientific Language Models.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios xVal: A Continuous Numerical Tokenization for Scientific Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.137091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b46ccf6f-ed67-4d9d-888c-289cec5c8e96 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.142573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71250191-24f1-49fa-b2b8-dd2e3d5daf26 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios LoRA: Low-Rank Adaptation of Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.147231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ac80321-05eb-43e7-93c9-7c1ce5c3e0b2 · outbound

This paper cites Exploring the Impact of Instruction Data Scaling on Large Language Models: An Empirical Study on Real-World Use Cases.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Exploring the Impact of Instruction Data Scaling on Large Language Models: An Empirical Study on Real-World Use Cases

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.151976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46e587f1-9816-4505-a941-64c53b6ace66 · outbound

This paper cites Advances in Neural Information Processing Systems 37, 79410–79452 (2024).

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Advances in Neural Information Processing Systems 37, 79410–79452 (2024)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:14.932610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 274edb4e-0158-4d73-875f-a848a24096be · outbound

This paper cites TradingGPT: Multi-Agent System with Layered Memory and Distinct Characters for Enhanced Financial Trading Performance.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios TradingGPT: Multi-Agent System with Layered Memory and Distinct Characters for Enhanced Financial Trading Performance

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.160845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08a9bd44-48f2-4572-867b-0e6c9f8d5fe3 · outbound

This paper cites BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.165784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b5cff5b-1477-4325-97ce-c08255f9f55f · outbound

This paper cites In: Companion proceedings of the the web conference 2018.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios In: Companion proceedings of the the web conference 2018

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:14.916543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 37b78598-6633-4886-b9ee-1cc9e0181b47 · outbound

This paper cites Journal of the Association for Information Science and Technology 65(4), 782–796 (2014).

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Journal of the Association for Information Science and Technology 65(4), 782–796 (2014)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:14.901326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e6fea004-f3ee-4638-9c61-d276ef8e0705 · outbound

This paper cites https://openai.com/blog/chatgpt (2023).

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios https://openai.com/blog/chatgpt (2023)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:14.883980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 825da592-c4c8-4aa7-af0c-2e1860838a9c · outbound

This paper cites In: China Conference on Knowledge Graph and Semantic Computing.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios In: China Conference on Knowledge Graph and Semantic Computing

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:14.867846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be0023f4-9485-4d5b-b897-ab52f85ab5d9 · outbound

This paper cites Pearson Prentice Hall, Upper Saddle River, NJ, 11th edn.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Pearson Prentice Hall, Upper Saddle River, NJ, 11th edn

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:14.852759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d16a034f-1462-4a01-b889-21890a5d36f1 · outbound

This paper cites an unresolved cited work.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:14.837412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33b291a4-916f-4ba0-9f30-6ad73565ea65 · outbound

This paper cites an unresolved cited work.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:14.821358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6ff00d53-24dd-4cf5-b23b-0380e3e9789b · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios LLaMA: Open and Efficient Foundation Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.202305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc73c0e0-d89e-46ed-81c8-57b908b7d4f1 · outbound

This paper cites ZeRO++: Extremely Efficient Collective Communication for Giant Model Training.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios ZeRO++: Extremely Efficient Collective Communication for Giant Model Training

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.207316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8287a91b-964e-4d89-b449-9ce9c9659951 · outbound

This paper cites an unresolved cited work.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:14.803230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1978c6fb-56e1-4932-976c-1b9d55e886b7 · outbound

This paper cites FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.216320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 241ed7d2-dd9f-4ffd-b334-e8c08131e9e5 · outbound

This paper cites an unresolved cited work.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:02:14.787501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e55940d1-54fc-4ee3-a70c-f3d6a0973561 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.225277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d90730ae-a719-42d2-b6d2-118059db6e97 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios BloombergGPT: A Large Language Model for Finance

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.229995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.234625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2258eea1-bbdd-435a-be9c-413a762e05b9 · outbound

This paper cites Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.239454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cda6616d-4795-4d6d-b2ef-2226a240e5cf · outbound

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

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.343795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91d64b77-c690-4964-8ceb-9e75ac93fa87 · outbound

This paper cites FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.349355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3705a761-63ee-48c9-8f92-e0af3351b4d4 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: NAACL 2025.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios In: Findings of the Association for Computational Linguistics: NAACL 2025

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:14.772268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc5889cd-4d79-4c09-8244-91fede7983fd · outbound

This paper cites In: International Conference on Database Systems for Advanced Applications.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios In: International Conference on Database Systems for Advanced Applications

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:14.756221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4f02d262-907c-472c-beb5-ac3293cb4e7e · outbound

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

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:02:14.739661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54816c39-edf4-4590-ba82-c6e181ae88ce · outbound

This paper cites FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.367942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c09d488-ede5-46e0-bb77-20d0fbfea5d4 · outbound

This paper cites A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.372783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dff55cc0-b91a-4e56-b38a-8918414b430a · outbound

This paper cites XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.377591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 221abc9d-dddf-4504-9bea-b35913fea536 · inbound

AI Agents in Financial Markets: Architecture, Applications, and Systemic Implications cites this paper.

AI Agents in Financial Markets: Architecture, Applications, and Systemic Implications FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:25:35.644757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.