Paper Citation Record · LEDGER

TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering

As of 7 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 1 inbound Pith citation observation for arXiv:2604.03393.

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

pith.paper-citation-record.v1
2604.03393 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T01:31:03.738527Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-15T01:33:27.271483Z

Reference resolution

8 of 8 outbound references displayed

verified exact2
verified fuzzy1
unresolved0
parse uncertain0
malformed identifier1
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5b06a38b-a103-469e-80d3-d82557ca2cb4 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T19:43:11.041340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b676d7d2-ddaa-4172-865e-33e5af2c1d28 · outbound

This paper cites The Llama 3 Herd of Models.

TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering The Llama 3 Herd of Models

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T19:43:11.053910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4ba07e16-2ea0-45c6-8df5-5c959f21da1c · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering OpenVLA: An Open-Source Vision-Language-Action Model

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T19:43:11.036516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation acc2a58a-2b78-463d-9915-8348cb933a74 · outbound

This paper cites URL https: //aclanthology.org/2025.acl-long.748/.

TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering URL https: //aclanthology.org/2025.acl-long.748/

Reference 4

Resolution: metadata mismatch; doi, observed 2026-05-13T19:43:11.026489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 16bcf84d-f678-4155-adea-220afbe6b519 · outbound

This paper cites doi: 10.18653/v1/2023.acl-long.551.

TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering doi: 10.18653/v1/2023.acl-long.551

Reference 5

Resolution: verified exact; doi, observed 2026-05-13T19:43:11.044840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7a8ccf47-6d3b-4a60-9439-7ba1ee2ff843 · outbound

This paper cites TAT-QA: A question answering benchmark on a hybrid of tabular and textual content in finance.

TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering TAT-QA: A question answering benchmark on a hybrid of tabular and textual content in finance

Reference 6

Resolution: verified exact; doi, observed 2026-05-13T19:43:11.049185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4e0a9fbb-7b6f-4e7c-9900-a24f2c7e873a · outbound

This paper cites reasoning.

TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering reasoning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:43:11.793011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e16473b3-b263-4883-afdc-f0eb9f6ecf19 · outbound

This paper cites Col1":"val1.

TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering Col1":"val1

Reference 8

Resolution: malformed identifier; arxiv_id, observed 2026-05-13T19:43:11.240613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 46241965-397b-4d81-b7a8-756231a11d1c · inbound

From Table to Cell: Attention for Better Reasoning with TABALIGN cites this paper.

From Table to Cell: Attention for Better Reasoning with TABALIGN TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-15T01:33:27.273482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.