Paper Citation Record · LEDGER

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents

As of 7 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2602.10384.

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

pith.paper-citation-record.v1
2602.10384 v4

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:12:32.941136Z

measured 22 of 22 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact3
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0a84dcc6-4596-403c-a14a-169209ec0fda · outbound

This paper cites Pixtral 12B.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Pixtral 12B

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:30.297763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11f3cbb3-63c8-4e46-bf50-fed6d84284bd · outbound

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

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents FinQA: A Dataset of Numerical Reasoning over Financial Data

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:30.387346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35660f0e-a312-4ed2-8f4a-6854a9fa7d52 · outbound

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

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:30.572897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9a3634-17ff-4935-8612-bcb33c02acbe · outbound

This paper cites PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:30.677853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8081177-3396-48f8-aa5f-a2e37d02d2c9 · outbound

This paper cites an unresolved cited work.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:30.776540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37e4cf7b-0cc3-4115-8966-e28359d5e920 · outbound

This paper cites an unresolved cited work.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:30.910379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b103995-d91e-498c-b34e-b65ddae26838 · outbound

This paper cites an unresolved cited work.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:31.043187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea97b8c-09c3-497c-afe1-f6b89682840a · outbound

This paper cites an unresolved cited work.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:31.158074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b764181-8d63-4313-8ef5-d45e7787b4f7 · outbound

This paper cites Gemma 3 Technical Report.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Gemma 3 Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:31.307627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e98cc0f5-3831-46c8-896a-6346b3e2fb30 · outbound

This paper cites The Llama 3 Herd of Models.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:31.422862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 714d69b5-b281-43eb-b2c2-abed24eb7fff · outbound

This paper cites Project PIAF: Building a Native French Question-Answering Dataset.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Project PIAF: Building a Native French Question-Answering Dataset

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-03T01:13:22.031547Z

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 f5ff77aa-310b-4f76-9694-224835bcc1df · outbound

This paper cites FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-03T01:13:21.685529Z

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 9fe61eb3-9da9-4da8-ac3d-d9cc2b7e8451 · outbound

This paper cites an unresolved cited work.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-03T01:13:21.445967Z

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 fb2f8683-52f3-4446-954e-0d24d567a2cd · outbound

This paper cites MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:31.971241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b82a6b6e-1404-4b73-9f76-abb97ecb214a · outbound

This paper cites CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:32.176313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8989fc7c-f7cc-454c-9db0-5f19a084487c · outbound

This paper cites an unresolved cited work.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:32.344314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b31f7b3e-009f-4c47-b054-d3c46f41d8c6 · outbound

This paper cites Qwen3 Technical Report.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Qwen3 Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:32.497786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c87a33e0-3ebc-4ddb-8f8f-616154031045 · outbound

This paper cites an unresolved cited work.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:32.634524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 368960bb-09d5-42fa-934a-302da3515936 · outbound

This paper cites an unresolved cited work.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:32.743358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1b8af00-0693-4980-a83f-f5ac13a0cbb7 · outbound

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

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:32.805525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afa5c44c-9397-4dab-ad8f-f5a91992f913 · outbound

This paper cites online" 'onlinestring :=.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents online" 'onlinestring :=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:32.887031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 156578a8-efa2-4489-93ce-1ddefa5773ae · outbound

This paper cites write newline.

When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents write newline

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T01:12:32.941136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.