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Paper Citation Record · LEDGER

Open FinLLM Leaderboard: Towards Financial AI Readiness

As of 17 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2501.10963.

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

pith.paper-citation-record.v1
2501.10963 v2

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:49:51.371583Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:58:09.663834Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T19:07:22.187330Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact3
  • verified fuzzy1
  • unresolved52
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2293d18-2a8f-48b6-b79a-76906ff3e652 · outbound

This paper cites GPT-4 Technical Report.

Open FinLLM Leaderboard: Towards Financial AI Readiness GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.107442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.107442Z digest=sha256:1f9ed06cf19f4893b64dcc197b8c733aedf5648c6a52939621ccc15a1ebea456

Observation 3da8f944-acc8-4644-b630-08cab644525d · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.596689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.113013Z digest=sha256:b3d02f5a4f240408eeeac93977e78d558f72fbd36f237e1cf121bbcbcc45e722

Observation b7f075c1-9089-4095-ba72-02d07b174c2d · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.579387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.123095Z digest=sha256:958936ec4c3d36935720a5efd6061011a227ceaf17defb63c4243e5f75e9d612

Observation 6b671205-3e52-475f-aa75-c3dd83d33296 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.563629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.127903Z digest=sha256:910582e41aab62eeb4c3b70161c843d5ea07d0c028d2736c38345c968f1c76e4

Observation 35bbaaa9-0f26-4648-990d-767e9b039789 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.132683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.132683Z digest=sha256:fbedd3a2d182b62836666c81dee066b45385efa24ef5ebbf0ba8614f0e58bd65

Observation 93d6b6e0-4367-4aff-abc5-9c9efec4271c · outbound

This paper cites ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering.

Open FinLLM Leaderboard: Towards Financial AI Readiness ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.142916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.142916Z digest=sha256:a69e7c97c82939f5117c21b0d5e7dac1ed8878f66d7712dff9aa8b118c7b95c3

Observation 86fd49f5-db06-4952-af87-af93a6dd23e2 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.148420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.148420Z digest=sha256:e892149b026ac228464545983e046f11f1b52d8ffd58c296825a29e109bbc0d5

Observation 33797bd0-3709-40a3-9141-f1ec8e1b7fab · outbound

This paper cites The Llama 3 Herd of Models.

Open FinLLM Leaderboard: Towards Financial AI Readiness The Llama 3 Herd of Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.153014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.153014Z digest=sha256:674e14e1ca36684eb3ea8830c3afda84916f232437466ac5f15d2dcc32b36790

Observation 1bce0956-303f-4561-9383-9b3c985efa1d · outbound

This paper cites Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models.

Open FinLLM Leaderboard: Towards Financial AI Readiness Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.158004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.158004Z digest=sha256:21296a44c54e8bb3f620c853a830edc03d5767beee72bd500d524b24af2aaff1

Observation bf7625d1-c859-4efb-85ed-12405afb3ef9 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.536482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.163204Z digest=sha256:df8f8b952e9afacaa00ceab6973bb033f24a9cbbe59632a96730517c792f107a

Observation 67979a94-2433-4a78-ad98-b06a65804e83 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.520572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.167616Z digest=sha256:97b70577a423d7d331f81f7c142a08356f4fc1aba1ac1b1691b4b1f2ee6a23bb

Observation 16fb8d7c-d3f8-4ff1-83d0-d91c16fa88cd · outbound

This paper cites FinanceBench: A New Benchmark for Financial Question Answering.

Open FinLLM Leaderboard: Towards Financial AI Readiness FinanceBench: A New Benchmark for Financial Question Answering

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.172288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.172288Z digest=sha256:954987394060a08cfe3362006babe8c673cc96734689520d9c3c5fa2c8a28f61

Observation d7dd9088-5b2a-444f-914d-75acfaf94fad · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.177456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.177456Z digest=sha256:a8110903320af7b4d36983b6e338640c8b46d9db6b183c1c1d96d8e167815bc6

Observation 5832e91d-55bf-40fd-84f7-c967bf0dc538 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.504583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.182105Z digest=sha256:7c019fc1c9bf8f21aa050e7b0f1aaebea0a28cbb6a4b92a365bf39bfb0a866bd

Observation be4874b9-dd7c-4f48-b5b2-3307972441e9 · outbound

This paper cites Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts.

Open FinLLM Leaderboard: Towards Financial AI Readiness Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.186852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.186852Z digest=sha256:f15dc10d4d9ad6860a6ebc42388e67a12a6f3f2e56ea84d24131f49936d93334

Observation b1e51426-adbf-4e1c-b1b7-18de551fc7d7 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.489023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.191612Z digest=sha256:785324a98b8c1c9092a60b1e3f4aa16997d7079200b70a49e106ea6eebb901f3

Observation a5e8830a-8c26-4691-96a9-9ede8a0f7d1a · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.474787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.195943Z digest=sha256:219be0a50d8be34348d7e63518a63907eef7c5f55426a50842f7015d5cdac261

Observation b6486fef-7cc7-47aa-9eea-6c0e9febd94a · outbound

This paper cites FinGPT-HPC: Efficient Pretraining and Finetuning Large Language Models for Financial Applications with High-Performance Computing.

Open FinLLM Leaderboard: Towards Financial AI Readiness FinGPT-HPC: Efficient Pretraining and Finetuning Large Language Models for Financial Applications with High-Performance Computing

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-10T18:49:52.069920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.200313Z digest=sha256:7d8ae3e734de58c194239f80194edec8105c1fcb6cb257c71571331385971a2f

Observation df6c8221-08df-46a8-99ed-cc9fbd41096f · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.205244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.205244Z digest=sha256:82dcb3b4c95a376d5c67b472ee9febfb3667b4fba39dd9b01d900453bbac5fae

Observation 4265c158-86b1-4ea5-9d25-3de5562ba7fd · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.209759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.209759Z digest=sha256:ba3daa6c9382dadf30b72ef7ecce03a679d0dc84fd298827a0188f1108001003

Observation 7681bf22-c262-4b59-8cb7-749e2f700830 · outbound

This paper cites Financial Document Causality Detection Shared Task (FinCausal 2020).

Open FinLLM Leaderboard: Towards Financial AI Readiness Financial Document Causality Detection Shared Task (FinCausal 2020)

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.219124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.219124Z digest=sha256:e32399b1fa8be0b1f02f41be8c17ffb6c1f0129e0fb94e7a5274c0d29ecb2e9b

Observation 42e09302-d90a-4b1f-acba-0dd6339541f3 · outbound

This paper cites ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts.

Open FinLLM Leaderboard: Towards Financial AI Readiness ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.223742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.223742Z digest=sha256:9d2057854bb6950bf1aef2254dd416e3d9fd6228688d0b8ea3bf512061b822b3

Observation a98e59f6-08c7-4525-88dc-a284033e1f12 · outbound

This paper cites A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges.

Open FinLLM Leaderboard: Towards Financial AI Readiness A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.228603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.228603Z digest=sha256:1f24eab6cb7043b60798992bb22dde5ce3248ace12edf698425e6ab866087476

Observation b5654db2-7852-436a-ae0f-308fcdf2500d · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.440887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.233206Z digest=sha256:e817499b15049d7e98fdeb2e3aab77016275529c4508fb246fbbb1fa063a0bfa

Observation fb21a34d-0893-4775-ba2d-0ae5023deaf3 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.427048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.237711Z digest=sha256:cc606689ec1ceef4f70a24fa38098bbec2636431f2aacb94ec4b9289f294816b

Observation f7d01d5d-c32f-4c6e-a98c-b2db44564f1d · outbound

This paper cites FiNER-ORD: Financial Named Entity Recognition Open Research Dataset.

Open FinLLM Leaderboard: Towards Financial AI Readiness FiNER-ORD: Financial Named Entity Recognition Open Research Dataset

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.242116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.242116Z digest=sha256:c66669ba4fa27aef950e6b77bc441abb61b166395dbbe58a8b1d340b60a65987

Observation a5f3a01b-2911-49a7-8751-f7696c5c1496 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 27

Resolution
verified exact
doi, observed 2026-08-10T18:49:51.429932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.246931Z digest=sha256:28cc75e61e64905554ea33bc05a3b6a5915d25f71dc161a05ea41f909a3859e7

Observation 917f3ea9-17e2-4074-89dc-2e10cc0695a5 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.251588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.251588Z digest=sha256:7fb7c8570f1148aa2f786a08ead037ab196a2e5138bf1770aaf660d202f41987

Observation 50bac31e-fc64-479e-baae-8faf0fa42a15 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.413246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.256236Z digest=sha256:31791397d7917fac2b8adf41fc7c0686af978642d1d0e1962696df54f603f3c1

Observation 72f6bfdc-d6b7-4c4d-ade8-4dee12fa42c2 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.398725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.260740Z digest=sha256:0b9186bac45d4ae3c3113ce16767ea209074ba2727e63254e1aa1614d74f4651

Observation 7a01df71-4e70-4a2b-9726-5febdc441fe4 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.265342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.265342Z digest=sha256:51eaa11d936dad8b74781fb2edd98cbdc594655036499851d4287ad79afa4f14

Observation fab1aad0-cf14-4d49-86d1-f37e210b6675 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.384680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.270497Z digest=sha256:66e7c849608e4d9ef55c3dc43f77040f9bc112357692fef88a88e1b2bfdb12d1

Observation f3af370d-e61b-437b-8f71-9b44da059831 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.370419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.275062Z digest=sha256:aaf71bd8547cd79b4dce3b278504427d49954119241dd627c0147a7eda45f450

Observation 22ebb157-e1e7-4c59-babe-37b7d57c2189 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.356077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.279506Z digest=sha256:c47ea84ab81e74d3f45dfc955b6282e0d984dc33d5a6bc46d5e676a921038a69

Observation 077b155e-6642-42c9-a571-dfa6a6630da7 · outbound

This paper cites FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation.

Open FinLLM Leaderboard: Towards Financial AI Readiness FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.288716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.288716Z digest=sha256:6a4c013d60dc33413fa74d342cb704776e3eaa1d18183546edaeea1c3a90b49b

Observation 23ba8ddb-6c5f-4b74-b0a3-bbb392d1ac57 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.326622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.293590Z digest=sha256:e4cf9bcac7ea52f954a5df16b8510ebd76ea709dbc4bddb69aa82b1f2ebe0972

Observation 9c5272ae-039b-4cb7-b13a-b15289729782 · outbound

This paper cites A Report on Financial Regulations Challenge at COLING 2025.

Open FinLLM Leaderboard: Towards Financial AI Readiness A Report on Financial Regulations Challenge at COLING 2025

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-10T18:49:51.815576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.298045Z digest=sha256:6031e88bf4616d0f90925fe9d7bb3ea81ac435c207bbc0f2c779b5ee248983d2

Observation 77f06bcd-a0d7-4497-b131-1717eb43748d · outbound

This paper cites The Model Openness Framework: Promoting Completeness and Openness for Reproducibility, Transparency, and Usability in Artificial Intelligence.

Open FinLLM Leaderboard: Towards Financial AI Readiness The Model Openness Framework: Promoting Completeness and Openness for Reproducibility, Transparency, and Usability in Artificial Intelligence

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.302519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.302519Z digest=sha256:9dcb5c5485cb3d1aed3057b89ea6c75764db32b3df0f2705a3581630a7419593

Observation e3987424-d85a-4d04-94c7-bb187ea88f02 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 39

Resolution
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no resolver link, observed 2026-08-10T18:49:51.307108Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:49:51.307108Z digest=sha256:4f1f5a298d93b49ebfa41d9d60bcd2190bb4f1c9a60ddcd54fb507369e6d7bf3

Observation 2ef12bfa-b868-4447-9aed-af0fa2f547c2 · outbound

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

Open FinLLM Leaderboard: Towards Financial AI Readiness BloombergGPT: A Large Language Model for Finance

Reference 40

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no resolver link, observed 2026-08-10T18:49:51.311780Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:49:51.311780Z digest=sha256:9b0289b8bb2794355e1b670a21441ab42b4b4ddb2ab2d1e28a7075e111dd1729

Observation 0c9dd56f-8626-4218-a8ee-a6e2e61347f3 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.310080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.316412Z digest=sha256:c32a5c3465cd26474a1eb1d795cca28e9057ef521aed3d272cb0e4dcc2dbf45e

Observation c0d1bead-a8ce-47bc-9b0e-846ebc50545d · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.295474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.320966Z digest=sha256:25ee94bda4ec7e92ee5ea80a24f1b52fee8ac35b663d1bcb2190fb53b0219ce2

Observation d3a05c28-22f0-4276-a53d-f53a98a3fcb3 · outbound

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

Open FinLLM Leaderboard: Towards Financial AI Readiness Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Reference 43

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unresolved
no resolver link, observed 2026-08-10T18:49:51.325633Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:49:51.325633Z digest=sha256:fe3c79f254ba2287cb187d94cde86702e4de253f070bfc4c7b1216fa2250961e

Observation 57040ad1-412c-448f-bc0f-dc67b36cda81 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 44

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no resolver link, observed 2026-08-10T18:49:51.330540Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:49:51.330540Z digest=sha256:e198fa65e010ce63fd4374c8e9ff025da268b6efba41c82003a07c08e0fa366a

Observation 0e92b6f9-7215-4d4c-9faf-9f63c8d29d7d · outbound

This paper cites Qwen2 Technical Report.

Open FinLLM Leaderboard: Towards Financial AI Readiness Qwen2 Technical Report

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.335198Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:49:51.335198Z digest=sha256:0bf22188751485621e86b942c35ed8d1cdf8c675825bdf0a54dceb371709dc2d

Observation f50b9bde-e8de-40b2-ba40-748814962597 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.280367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.339867Z digest=sha256:cd27e89ff621242adb99dcee861c47eb3e765b392acee28947533868193e9a49

Observation 8c9c855f-4eb3-4327-986b-aa1b280c1f69 · outbound

This paper cites Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification.

Open FinLLM Leaderboard: Towards Financial AI Readiness Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification

Reference 47

Resolution
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no resolver link, observed 2026-08-10T18:49:51.344278Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:49:51.344278Z digest=sha256:099b86240b24a6ce0895dc94b14f8f42c86157b0d615bc4f18e4d58d151d6415

Observation d29ea24f-5e90-44f1-aa25-6f68dfb1aa3f · outbound

This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).

Open FinLLM Leaderboard: Towards Financial AI Readiness The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Reference 48

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no resolver link, observed 2026-08-10T18:49:51.348797Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:49:51.348797Z digest=sha256:1b1dc93c39ec164db1703b71f2ea5b13af6288960a606aae00ecca01c4460a3f

Observation dd87c542-18f1-462d-8ad2-443bc8ccbcf8 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T18:49:52.265911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.353566Z digest=sha256:b9742f4790f054e3e7508fc5535a9145061e4fdb8428127e0a24a5f9d8f2e384

Observation a9c0c313-f5e4-4eae-9791-6a3cdbaeb867 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 50

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unresolved
raw_fallback, observed 2026-08-10T18:49:52.250841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.357891Z digest=sha256:66d7cb3589dace471fa83029864b140bd558b7469d4505ea46107a5153b52dc5

Observation ce72afd5-ef06-4115-8038-3d4d678f8059 · outbound

This paper cites an unresolved cited work.

Open FinLLM Leaderboard: Towards Financial AI Readiness Unresolved cited work

Reference 51

Resolution
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no resolver link, observed 2026-08-10T18:49:51.362498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.362498Z digest=sha256:036ac1d28d765fe47bd70ceba5f0f3a9aecb833df6fe74872f46da2e70b061e1

Observation 825bf765-ab8a-474e-9664-cdabdf8987bd · outbound

This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.

Open FinLLM Leaderboard: Towards Financial AI Readiness Retrieval-Augmented Generation for AI-Generated Content: A Survey

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.366822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.366822Z digest=sha256:da2bd55bbcc7d14cc275a3ddef662f31abe1284130c04375e96ea58decd92777

Observation 90f47e69-b92b-430f-b5a8-ef2eaed6d769 · outbound

This paper cites TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance.

Open FinLLM Leaderboard: Towards Financial AI Readiness TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance

Reference 53

Resolution
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no resolver link, observed 2026-08-10T18:49:51.371583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.371583Z digest=sha256:47c5e9923161e19c4296f8438749523ab3edd7bab3534dad62840fd1e19ba38b

Observation 053e3a8a-81f7-4df0-b913-e0f8e0f6353f · outbound

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

Open FinLLM Leaderboard: Towards Financial AI Readiness Journal of the Association for Information Science and Technology 65, 4 (2014), 782–796

Reference 2014

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no resolver link, observed 2026-08-10T18:49:51.214595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.214595Z digest=sha256:6af583a53857ee2b309cc220ce715c33a905083f8f61902b65b65eb271447ad0

Observation 0d8ea410-c0e9-499e-ae2e-aec5744dc356 · outbound

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

Open FinLLM Leaderboard: Towards Financial AI Readiness FinQA: A Dataset of Numerical Reasoning over Financial Data

Reference 2021

Resolution
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no resolver link, observed 2026-08-10T18:49:51.137884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.137884Z digest=sha256:de68fa6286d5c42208fb11d46654d17edb12d8565368c4bf7f082e42bfdc5e4d

Observation d399b957-12f1-4be7-a451-79211ded8e86 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Open FinLLM Leaderboard: Towards Financial AI Readiness Gemini: A Family of Highly Capable Multimodal Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-10T18:49:51.117850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:49:51.117850Z digest=sha256:9cc75b84be76cfa938a81d3e8361c3a463cbe9877a7c2123c94e917fd797b36e

Observation 2507ad33-be9f-446e-8132-a00847a580dc · outbound

This paper cites GSC Advanced Research and Reviews 19, 02 (2024), 130–142.

Open FinLLM Leaderboard: Towards Financial AI Readiness GSC Advanced Research and Reviews 19, 02 (2024), 130–142

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:49:52.341860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:49:51.284168Z digest=sha256:5125fb8eca202a7ca631079e96dd67d8899be46807702c576760ddc0a3ae9cb9

Pith citing papers

Observation 5f03c437-5bc7-4f3e-aa43-f2e18ed7b461 · inbound

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

Interpretable LLMs for Credit Risk: A Systematic Review and Taxonomy Open FinLLM Leaderboard: Towards Financial AI Readiness

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T10:58:09.663834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:58:09.663834Z digest=sha256:fd0569c6425331cf319d8791669bf90cdc1a241f3f097e7bbba88bd94e6f3351

Observation d6248a47-a9cd-495f-8ac6-fa325614f268 · inbound

Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal Attention cites this paper.

Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal Attention Open FinLLM Leaderboard: Towards Financial AI Readiness

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-05T19:07:22.365445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T19:07:21.712087Z digest=sha256:d0760aaa34e2c3f4be7c1d3bf37c4ea698b38f98898995826de225f385007360