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Paper Citation Record · LEDGER

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain

As of 19 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 3 inbound Pith citation observations for arXiv:2507.17186.

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

pith.paper-citation-record.v1
2507.17186 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:59:42.136232Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:36:24.396535Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T23:19:04.091589Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved50
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8efb8e7e-3f58-4656-ad3f-ca4e579730c9 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain , " * write output.state after.block = add.period write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:35.684635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:35.684635Z digest=sha256:1147ccfd3ec9b2c2f6514495fe9a6c7da73a34afe99f1bc3d5596ef6380c4eed

Observation edcdec07-28a3-4eeb-8a39-20b907909344 · outbound

This paper cites write newline.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:35.744638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:35.744638Z digest=sha256:aeb84931dcf3191f633c49d97402a1f0079ef0af2d76d8bbdb9935f45d3d0c92

Observation f3822443-66b6-460b-9ea8-f22909120652 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:35.805966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:35.805966Z digest=sha256:b66017297dd4d63cd22f9ab83cb5c077ef7d959627f73637d594e7743fec4731

Observation fb2ec0b0-e950-46c5-88db-561dfc0f5068 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.871622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:35.906987Z digest=sha256:303d747d725c46a2e1131af62b286dc2ae568e5042a8ef2ac4dd4a8eed8c47c4

Observation 75e671d5-c23d-4209-990c-933ecc92ccf0 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.865601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:36.018543Z digest=sha256:9a1382433b4722a7b755de52a6480c8dc55b770173ec34362af78407e6d6f2fa

Observation b6b2d445-c8b9-4ccf-81ba-de6d22eb7e1a · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.859075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:36.132888Z digest=sha256:d525c1840563df5f7cfa919ce809596a5af9a34eb6a3f8a6ae9d902347ce6537

Observation c088e54d-e5bd-4e77-86ca-4931237d970c · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.852630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:36.244750Z digest=sha256:2bb5cac317b16cb0643fe1e54b4410e31f116e47aaa8be2b1500391225ce7f75

Observation 8d900587-ab7a-4715-b1f6-0b61afe17321 · outbound

This paper cites FinQA: A Dataset of Numerical Reasoning over Financial Data.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain FinQA: A Dataset of Numerical Reasoning over Financial Data

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:36.350223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:36.350223Z digest=sha256:f9b7205a1c6ce39c1d62f8adbd3da0c826029472b6cecc5e958e57c9aa69ead3

Observation 0e0a79b6-81aa-4203-8d9e-7cd56f812474 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.846240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:36.472042Z digest=sha256:8ef2b5224317d7e4228e532e711fdd12e3e5dc4db00a50389d00bed1ecbeedb1

Observation 4aa11b82-e4df-4a42-8f40-25b73b547a57 · outbound

This paper cites E.; Laboure, M.; and Turner, J.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain E.; Laboure, M.; and Turner, J

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:59:43.840357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:36.591739Z digest=sha256:7bed81d85e7dedfd63e7970951586ed3ec515b05d50bbf4a448268933cbf5da3

Observation bbc4b264-ae73-486d-9899-7d2037022673 · outbound

This paper cites MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:36.703982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:36.703982Z digest=sha256:0d819730e17097ec18d9ad97019a5c4915e4ca2ae55cfd231fa1dea9c4bfda0a

Observation dc3a1e51-6a46-45e5-81b2-00e071773982 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.833444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:36.838894Z digest=sha256:ad6eb088f9888ed8268f8cc16c91d3f1d67d338241d6587f4e085abc647ffcbe

Observation c10ba2c6-0022-473a-bcad-27a311d64a0f · outbound

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

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:36.944091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:36.944091Z digest=sha256:6ec0477ac3cb92bc9bb64d227d3b3d37e1a2e209efaace4e176001a2e380d2a5

Observation a6ca4f26-12eb-4695-9c04-25226168482b · outbound

This paper cites Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:37.052461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:37.052461Z digest=sha256:6815bd3c1cfd8fdca5ff9ccc16e063d782227bded97d28ae8ffff58884e1c56e

Observation 2dc3c7d2-159c-4be9-98ce-8a0c8f54a3cf · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:37.164351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:37.164351Z digest=sha256:37bdaa9ed0ee46e6b61b4641c09109891e98f8e65489070c51b612522e832842

Observation 5f94d016-d912-42ac-974a-11ecd75f3607 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.827435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:37.280927Z digest=sha256:fa124b56550333da6a2f952ede0e3e82edf4e309d5d5ca628babd728abe6b163

Observation 5fd66e47-edff-400b-8c01-c0b0142b149a · outbound

This paper cites ToolScan: A Benchmark for Characterizing Errors in Tool-Use LLMs.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain ToolScan: A Benchmark for Characterizing Errors in Tool-Use LLMs

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:37.435380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:37.435380Z digest=sha256:0ebfbd6a0ec7b3694ec19a86774eeb031199d8797a62b32cd243ace6e51776fb

Observation 5ba9b288-9437-48ad-9133-8423391726a6 · outbound

This paper cites M.; Zhang, J.; Prabhakar, A.; Hoang, T.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain M.; Zhang, J.; Prabhakar, A.; Hoang, T

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:59:43.820975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:37.541182Z digest=sha256:18af61d4e8b8983d908f154477b1e1206e866a42aa2109b633f6889c8cbe3faf

Observation b95d0111-bfcb-417a-9bcb-4e4888045d28 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.814317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:37.661212Z digest=sha256:555d3193014bb921755432b9d05cfe5b96c826f69e10b0ae12ebd01464a19e8c

Observation 03992d48-a956-461c-9576-8456f8801208 · outbound

This paper cites API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:37.812022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:37.812022Z digest=sha256:a58c79d60c684ef11e382c7f03e2759f15b24bc460c146e170f44d59450ce1b3

Observation fdc2f472-a3ac-42fc-9bfc-b1ef430df1a7 · outbound

This paper cites MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:37.926214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:37.926214Z digest=sha256:fe1091f1888371f4e7177867e2396ba381d4e5050023459a9f7e427ae2774e80

Observation 2daf9f60-ec7c-4bbb-9e31-3f54602b43f2 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain AgentBench: Evaluating LLMs as Agents

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:38.045073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:38.045073Z digest=sha256:7b2a5f3af1ff428026f1af0414bd77f9c6e52b286c7a53a36865975ee5ffdbdc

Observation ca6542e6-4b7d-4a9b-b557-7b9e601e0e44 · outbound

This paper cites AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:38.206814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:38.206814Z digest=sha256:3d9bb835596716679b90c78010924b2f2020566eadf36810c015487af20d9040

Observation dbdfabdf-63f9-4169-af7e-76e12703c82a · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.808197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:38.294268Z digest=sha256:0b3b304563ec52e4e3558e38f21f077758a8bb43d64aec8d618eaed6f1e81bda

Observation b133fdd2-b8a9-4b12-affc-e802feb06805 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.801790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:38.402427Z digest=sha256:5c18c49fefce3a8caa923b0f3fc59fab79744b1cb3f718ace32393cfbc4722bb

Observation fa5bae7c-bc85-4c18-90eb-c9335751f600 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.794235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:38.510574Z digest=sha256:f1bd33198600e4019b927cd26bfa9652eb9aff783e9f4d2ff067a5a0ea6c8f24

Observation 1e1f9d86-5150-4ad4-a836-fcfbe3e0afe2 · outbound

This paper cites CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:38.626770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:38.626770Z digest=sha256:64e6a754ca8e378a218c98372b17b36e1514ea02dfb0be187a3daea3c011dbb1

Observation 50c51f46-ae47-4f69-85e9-f6e30e5c8488 · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:38.707547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:38.707547Z digest=sha256:21329e67b0ac58f1c3f44c44757599e8d07fd7b9cec91f61dc2aa99120a3b81d

Observation 1c82b5f3-83fe-4d0c-9b13-d5380685ae88 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.787630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:38.804895Z digest=sha256:7a9824dc4232b32af078fdea59ea998a1f5e81b93afe163ef26d367c88210f07

Observation e0cdb749-2204-47f5-805e-0aef9e2f13fa · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.780531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:38.951333Z digest=sha256:a8cb7ea59a4d0cb8477b5fc08a0bb1ce2bb7616d9703b50ec76ee4a69cb24feb

Observation 141579a6-e531-4800-963f-a019c0de6ee5 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.774145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:39.047817Z digest=sha256:805420b12f7620c30e6058f404a6fb9b953c40982054b5160dcb487421921c22

Observation 55efa1a7-bab5-413e-9dc3-35d776a70dc3 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.767546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:39.181277Z digest=sha256:478d941a222a76a00daa90450788af79148f2becec07e4f25fb0bd1d10434111

Observation 77b56059-b0ec-485a-83de-4ce14ad5aaa3 · outbound

This paper cites ADaPT: As-Needed Decomposition and Planning with Language Models.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain ADaPT: As-Needed Decomposition and Planning with Language Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:39.316354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:39.316354Z digest=sha256:2ba3570b0808f1a9602b8c2d9f6deac9f2bf0adb2e2c9f3a4bff1f8361582219

Observation 786b2f72-83dc-41a2-9530-dff53a1f22c3 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:39.468025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:39.468025Z digest=sha256:5866a0c92ecee8cc8ae384b9a8de01a33fd8441e9dd4012e573f0aedb90d5b47

Observation a5d89a2f-9528-4dda-bad8-b08bf3d72183 · outbound

This paper cites D.; Ermon, S.; and Finn, C.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain D.; Ermon, S.; and Finn, C

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:39.653381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:39.653381Z digest=sha256:1c7c231815b87ece5291a97707ad22744fa15a5e2c8986908e5b3bf74f42aee3

Observation c4eed0b4-23e9-4b37-a013-9f324e427091 · outbound

This paper cites Identifying the Risks of LM Agents with an LM-Emulated Sandbox.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Identifying the Risks of LM Agents with an LM-Emulated Sandbox

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:39.809721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:39.809721Z digest=sha256:d26c3e04acc0d4d8b79af6dfe85a102ed6e756d7b31b17b5bf4bb9c69c980991

Observation 4a8daa14-7d0e-433b-83a6-4f224d506ec0 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:39.943529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:39.943529Z digest=sha256:59ec9a518973844026c4878c80e915927b498e81aec78176a574efa8f0a91079

Observation 760dfd9c-c31d-45aa-881e-b25a85f374ad · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:40.044743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:40.044743Z digest=sha256:0ef1d274e12f50f6ea719235f4a371c8e7f61939b4a607e53a3b94a3931b6213

Observation 96011f76-b943-425a-b7cd-8d690cf30c0c · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.747706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:40.190085Z digest=sha256:20e4c8b88171083f77999f95977cfad7cf1c976f02a13047432b74723c3cb784

Observation 94be96eb-a606-45c9-af3f-d5e151fcac7a · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.741056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:40.378937Z digest=sha256:e558af9c1ec09c6000535358cbe92a0e1ffb42c13b248db4c0f9a9eea3757f02

Observation a499560a-949c-4d55-9455-0d36b8774fea · outbound

This paper cites PaperBench: Evaluating AI's Ability to Replicate AI Research.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:40.491746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:40.491746Z digest=sha256:dbd10688329bc91114a914987665c3d8d691a4dca09be82964df56ea19166ab8

Observation b0994d37-0d6e-4af6-970c-dc3265f7558e · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.731915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:40.656229Z digest=sha256:59ee6ada1784a8d158454a032350ec8ff199215b561e18b3e39950c576e4c384

Observation 91dc1acf-546d-49b6-9eb3-08e097985898 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.695905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:40.834351Z digest=sha256:baec3782e6d8ca2a2d28df0866c3e2189c72312bd9d797184406cabcb41e952f

Observation d3f161ea-1ae5-49db-ae39-bbe828b96245 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.474481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:40.970141Z digest=sha256:b0d08dbfa90dc8956faffb57e31d28418efe5e194aa8f9255507c91d3ebbeb7b

Observation e523452a-239c-4d2d-8769-3be0c3b5074c · outbound

This paper cites FinBERT: A Pretrained Language Model for Financial Communications.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain FinBERT: A Pretrained Language Model for Financial Communications

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:41.111956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:41.111956Z digest=sha256:7138aa615f14a1dc3540cd3f91fee5baa7cfcc49941ec10da1f671f18f56d48a

Observation b7abe56a-9c11-4420-94c0-60db775a16d7 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.255735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:41.272067Z digest=sha256:f7f85361453d92868111db426eabad53efd10716e787a471042c5eec63c6dab5

Observation 71153473-6591-4907-90f6-db2903f257c9 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:43.073308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:41.402240Z digest=sha256:1b67c4d2c3354d467c6e37a532b835e8282f5babfa4aa73b356b863726817fef

Observation 36f1c313-cf3d-4d2b-877b-368bc38c5e4e · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:41.575232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:41.575232Z digest=sha256:bc10a13afc9b161222d9ad381815fa93ace76a16ca5d5ebf2494322bd3887c53

Observation f3fddd1e-2e43-4857-a615-0b73aa6bc5b4 · outbound

This paper cites xLAM: A Family of Large Action Models to Empower AI Agent Systems.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain xLAM: A Family of Large Action Models to Empower AI Agent Systems

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:41.702545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:41.702545Z digest=sha256:ee919741a98ea6f66c843e6b256e49957a64cd85fed3683af71e6f8783aa50bf

Observation 9db88478-73ea-4435-abd1-28fb67d60e99 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:42.872972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:41.811145Z digest=sha256:f7bbd07063a8077aff6af6fb4150f9d08f8e9477b5c73964bde49adbf3e71b4b

Observation a610c2fc-0b45-41c5-9ae1-cfdbc45cbc55 · outbound

This paper cites an unresolved cited work.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:59:42.628165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:41.893518Z digest=sha256:2928223485015fd6cfd3e42f1610aa37d41f61a5a8cfb6711232561048050087

Observation 1c23d61c-750d-41a8-a24a-c8caa28bf992 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T14:59:41.999193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:59:41.999193Z digest=sha256:bcc7f2ce71efbc704757302201f260bc0adf5869b9c33d4383baa105fd6168f0

Observation e6e8b383-5deb-4e33-b6d5-55a2fba86c32 · outbound

This paper cites Benchmarking Large Language Models on CFLUE -- A Chinese Financial Language Understanding Evaluation Dataset.

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain Benchmarking Large Language Models on CFLUE -- A Chinese Financial Language Understanding Evaluation Dataset

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:59:42.304366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-06T14:59:42.136232Z digest=sha256:4834c5d353d9258ae73a65e3d513643d23ad103485d597875d8373d1a61ca154

Pith citing papers

Observation 47957fb7-a085-4a39-96f1-a05a2c2914a8 · inbound

ICBCBench: An Industry Consortium Benchmark for Financial Deep Research cites this paper.

ICBCBench: An Industry Consortium Benchmark for Financial Deep Research FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-07-03T23:19:04.094352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-26T22:26:43.779472Z digest=sha256:524eee64cede819ed26560b74911265e0b2760c7a62faa7b1865dca1fd686c70

Observation 7d1d83a4-f5b1-497d-b91d-14440922655b · inbound

FinResearchBench II: A Deep Research Benchmark with Consensus-Derived Gold Rubrics for Distinguishing Financial Report Quality cites this paper.

FinResearchBench II: A Deep Research Benchmark with Consensus-Derived Gold Rubrics for Distinguishing Financial Report Quality FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:09.297213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:09.297213Z digest=sha256:b186278fd3b12e48f760898db4b7203884fbb3744dda52e367b07f776221f8b8

Observation 8914c8a1-c595-4fbc-b42d-8e3c1771d18f · inbound

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents cites this paper.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T00:36:24.396535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:36:24.396535Z digest=sha256:5cd0614852ae21f69d10109d15c482af1e5ae415ea2d81e064cdac567639570c