Paper Citation Record · LEDGER

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding

As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2506.21393.

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

pith.paper-citation-record.v1
2506.21393 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:33:16.755437Z

measured 60 of 60 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 2026-05-08T10:56:30.952736Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T19:51:09.558594Z

Reference resolution

59 of 59 outbound references displayed

verified exact7
verified fuzzy8
unresolved43
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9e256aca-5f63-4492-ab20-1de659b90fb0 · outbound

This paper cites The Llama 3 Herd of Models.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding The Llama 3 Herd of Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:11.794963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f8ec0e8-a09c-449f-8576-940bf2cbbd7a · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:22.440475Z

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 38d31ae3-2a06-4ce1-a9d5-1bba286484b4 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:22.312673Z

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 c76f8b74-c71e-4cf4-99bf-84491319cf83 · outbound

This paper cites TURL: Table Understanding through Representation Learning.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding TURL: Table Understanding through Representation Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:12.008019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bc20143-f1e1-43d1-bd7f-deb87faafb28 · outbound

This paper cites ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:12.123031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09cf5c1f-09ae-48f7-89b3-da1255e62f77 · outbound

This paper cites Hadsell, D.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Hadsell, D

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:22.201252Z

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 37953bda-0de3-4529-9978-7c9a9d63f5d2 · outbound

This paper cites TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:12.309747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9197505d-f9d1-4730-98e5-3d22a7cf3a07 · outbound

This paper cites Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:12.442726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a06cc4f-64e5-4f8f-bf18-0c70ae00f98c · outbound

This paper cites CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:12.538592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40bcab4e-aa02-41bd-928f-9f5374e35c26 · outbound

This paper cites TableBank: A Benchmark Dataset for Table Detection and Recognition.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding TableBank: A Benchmark Dataset for Table Detection and Recognition

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:12.647654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f505486b-8481-4d2e-a6b3-5d1a737dd222 · outbound

This paper cites Visual Instruction Tuning.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Visual Instruction Tuning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:12.750123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fed54bed-b321-4518-8460-b8083a11377e · outbound

This paper cites Parsing Table Structures in the Wild.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Parsing Table Structures in the Wild

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:33:18.503258Z

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 301a365c-b06a-4298-848e-fb0312fd93a9 · outbound

This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:12.875025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ce5dbe0-1468-4bca-8ddd-2e9d99b246fa · outbound

This paper cites Hello gpt-4o, May 2024.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Hello gpt-4o, May 2024

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:22.060760Z

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 99eeab24-4a41-4fa6-9206-d83b3f0cd9ce · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 15

Resolution: verified exact; raw_fallback, observed 2026-08-06T22:33:18.313103Z

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 791793f7-bd0e-4ab7-8f85-07e940efa2e8 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Learning Transferable Visual Models From Natural Language Supervision

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:13.183035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 435ac584-efbb-4d72-9617-d99494e50a1d · outbound

This paper cites Visual Understanding of Complex Table Structures from Document Images.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Visual Understanding of Complex Table Structures from Document Images

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:33:18.073319Z

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 b3bb317b-bfc1-41fb-a70d-a8217151c71e · outbound

This paper cites Reimers and I.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Reimers and I

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:21.946106Z

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 a95fd300-b28d-4c58-9ad3-9d21bc877065 · outbound

This paper cites Schröder, A.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Schröder, A

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:13.519472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe6c0a90-bf04-4582-b4e7-2824bed04ea0 · outbound

This paper cites Qwen2.5-VL Technical Report.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Qwen2.5-VL Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:13.589151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc1c2c0f-9512-46d7-ba5e-e98fb91a49d7 · outbound

This paper cites Smock, R.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Smock, R

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:21.842879Z

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 b5733a34-d768-4531-951c-a097a1919ec1 · outbound

This paper cites Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:13.768115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf4cf2d6-b905-4b76-92e4-70782901fef3 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:13.846859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c158d94-0ac1-43e7-984d-1b1e73dc5a7a · outbound

This paper cites A Survey on Curriculum Learning.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding A Survey on Curriculum Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:13.916982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c08a7348-0cf5-426a-9aae-afa01c595517 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:13.979703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98a0d92-b8d3-4939-b7da-52e71d2813ed · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:21.753937Z

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 97129b8f-3af2-4f52-9204-076becc573de · outbound

This paper cites When Do Curricula Work?.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding When Do Curricula Work?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:14.099793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb71eb22-3384-4b90-a0ba-d550370c68ac · outbound

This paper cites ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:14.149419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9cf4996-5f35-4e31-919e-0ee76793cafc · outbound

This paper cites Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:14.213313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f71cdb2-4c24-47be-873c-596d7d1fedcf · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-06T22:33:17.000848Z

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 aaa18acc-6941-47a5-8aee-98f89e98b197 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:21.639483Z

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 9d6f4ce1-6255-4976-a4c7-60f848d078b0 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:21.546146Z

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 8da3e75c-42cd-4d19-85e6-79a876c272a2 · outbound

This paper cites FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:33:17.702772Z

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 1dc7657d-520b-4a09-86d3-b6c117be3412 · outbound

This paper cites Multimodal Table Understanding.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Multimodal Table Understanding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:14.616882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce76eb61-ce66-4434-bb10-f8844309ac55 · outbound

This paper cites Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:14.677707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 539984db-9a1a-40e9-a090-4c4ad22a0d85 · outbound

This paper cites Zhong, J.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Zhong, J

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:21.389637Z

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 0c68db7a-a8c1-4bc4-a0bf-bb20c25d2e6b · outbound

This paper cites Image-based table recognition: data, model, and evaluation.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Image-based table recognition: data, model, and evaluation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:14.950045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6c69af3-004e-4aa4-917c-f4a034b9d999 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:15.022238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f1458f6-851b-4d41-b791-345cf53abfb0 · outbound

This paper cites PubLayNet: largest dataset ever for document layout analysis.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding PubLayNet: largest dataset ever for document layout analysis

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:14.858133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d3458d5-78fd-463f-9b72-932bc8460268 · outbound

This paper cites Price with Tax Included.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Price with Tax Included

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:21.220133Z

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 990d00ba-1baf-4a89-8205-1b9a619c4767 · outbound

This paper cites Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:33:17.490636Z

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 c3a93a83-e385-4d06-8c71-23ee71eac68c · outbound

This paper cites Generation steps include CSS-based HTML rendering, image post-processing, GPT-4-assisted rationale synthesis, human verification, role annotation, etc.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Generation steps include CSS-based HTML rendering, image post-processing, GPT-4-assisted rationale synthesis, human verification, role annotation, etc

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:20.998787Z

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 7d846319-0cfe-41f0-897b-a0d83c2ed4dd · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:20.859977Z

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 ca8bd44d-af1f-4de6-97a5-d61c7e11d4a7 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:20.717729Z

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 7dd6ec69-c016-4dd6-93f9-40fce1a6d2c0 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:20.598018Z

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 fa07b0df-07fc-4676-a3c6-613c5f10075a · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:20.479327Z

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 574e89be-3397-4166-86c3-d42513765485 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:20.308638Z

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 a9aff1c3-951a-43a2-ace8-f41f9b169360 · outbound

This paper cites True" or.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding True" or

Reference 50

Resolution: verified exact; raw_fallback, observed 2026-08-06T22:33:17.309019Z

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 90936077-1378-49d7-8aec-1a214f91377c · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:20.173997Z

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 905916ef-de07-4377-b2a4-974050ae0cf3 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:19.994143Z

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 86548307-1094-428e-bd68-06bc5a7a237b · outbound

This paper cites hum" in 2013 is $152, the value for.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding hum" in 2013 is $152, the value for

Reference 53

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:33:19.834491Z

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 105d6b29-52be-4bd8-bffe-e5f40f18b683 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:19.710947Z

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 7acf3f1d-c73b-44c2-95e3-b55b871c77f5 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:19.562892Z

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 bdf719de-27cd-4007-83ff-47512481a9e0 · outbound

This paper cites TableMoE (Ours): Let’s think step by step: The table image provides the shares authorized for repurchase at december 31 of 2013 is 43,071,613.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding TableMoE (Ours): Let’s think step by step: The table image provides the shares authorized for repurchase at december 31 of 2013 is 43,071,613

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:33:19.406274Z

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 ace7a590-6d45-4f51-9997-27b83f044b31 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:19.212077Z

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 3e4a7c59-edcd-4a45-920d-3709eac29689 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:19.044667Z

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 f21e1d2b-42d9-47dc-9f8c-03ff3162af99 · outbound

This paper cites an unresolved cited work.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:33:18.822923Z

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 3dd3970b-0e23-473a-b3bf-8780f14282e3 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:13.424210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b39235f6-4f26-49e7-909e-7b6765c94b40 · outbound

This paper cites URL https://aclanthology.org/2021.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding URL https://aclanthology.org/2021

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:11.968080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8436be05-cb77-4474-98cf-7eeb81bad877 · inbound

TableVista: Benchmarking Multimodal Table Reasoning under Visual and Structural Complexity cites this paper.

TableVista: Benchmarking Multimodal Table Reasoning under Visual and Structural Complexity TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:51:09.560526Z

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.