Paper Citation Record · LEDGER

Benchmarking Table Comprehension In The Wild

As of 13 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 2 inbound Pith citation observations for arXiv:2412.09884.

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

pith.paper-citation-record.v1
2412.09884 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:40:57.798648Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T00:25:32.898938Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T00:29:17.502555Z

Reference resolution

28 of 28 outbound references displayed

verified exact2
verified fuzzy12
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85133aa0-27fa-4445-93e7-c248515112f6 · outbound

This paper cites Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA, June.

Benchmarking Table Comprehension In The Wild Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA, June

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.540397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ca1f054e-8c19-4737-9139-f46249c9c19f · outbound

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

Benchmarking Table Comprehension In The Wild FinanceBench: A New Benchmark for Financial Question Answering

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.660430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa496fd2-40cf-40ab-b5fb-83512b8f237e · outbound

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

Benchmarking Table Comprehension In The Wild FinQA: A Dataset of Numerical Reasoning over Financial Data

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.520539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 83fb4bd0-c950-4256-b96b-a36c4abb6c7b · outbound

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

Benchmarking Table Comprehension In The Wild Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.669649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4739c39-6c5f-4c81-a52a-f94eab6041ce · outbound

This paper cites TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios.

Benchmarking Table Comprehension In The Wild TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.675052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52e67c06-38b7-43f9-b26c-e58e0a0d6b98 · outbound

This paper cites Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, and Dipanjan Das.

Benchmarking Table Comprehension In The Wild Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, and Dipanjan Das

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.492416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1f953bb6-89e2-4dbc-a124-4cd4c5f000ad · outbound

This paper cites FeTaQA: Free-form Table Question Answering.

Benchmarking Table Comprehension In The Wild FeTaQA: Free-form Table Question Answering

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.457638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e063154c-956b-4fa8-9fc0-4ad7819061ac · outbound

This paper cites Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs.

Benchmarking Table Comprehension In The Wild Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.429729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 714fe418-655d-4eda-95ac-6da6c0ced6bf · outbound

This paper cites FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains, November 2023.

Benchmarking Table Comprehension In The Wild FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains, November 2023

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.404330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e7ed09eb-7aa0-45ca-894b-adf93ba5bad4 · outbound

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

Benchmarking Table Comprehension In The Wild TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.383535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 098070b3-34fb-49f4-a77c-531d9ea16540 · outbound

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

Benchmarking Table Comprehension In The Wild Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.709807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39097fcb-8b25-450f-a257-36aee1467022 · outbound

This paper cites Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models.

Benchmarking Table Comprehension In The Wild Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:40:58.063081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d0c0d8e6-5c4e-425f-8f15-156762c383ff · outbound

This paper cites Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA.

Benchmarking Table Comprehension In The Wild Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:40:58.017444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ccab84bf-01ea-4802-9c13-f2b891a5dc42 · outbound

This paper cites Needle in a haystack.

Benchmarking Table Comprehension In The Wild Needle in a haystack

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.362686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b998f43f-c610-4f9a-8248-f67b2c1e7075 · outbound

This paper cites InternLM2 Technical Report.

Benchmarking Table Comprehension In The Wild InternLM2 Technical Report

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.731337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c09ab68-820c-4a6d-a15c-c9e155d0a9db · outbound

This paper cites Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey.

Benchmarking Table Comprehension In The Wild Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.737721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60ae4601-edf5-4e84-98e3-0c02509f87d5 · outbound

This paper cites Large Language Model for Table Processing: A Survey.

Benchmarking Table Comprehension In The Wild Large Language Model for Table Processing: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.742900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64198580-62e7-45d7-be64-562a0ac0fc38 · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

Benchmarking Table Comprehension In The Wild Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.750453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c5665f-8ba9-406c-9943-92f802ae7f9a · outbound

This paper cites The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale.

Benchmarking Table Comprehension In The Wild The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.755600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65b5ac68-69a6-407e-b366-43bd8b3b0b90 · outbound

This paper cites MultiTabQA: Generat- ing Tabular Answers for Multi-Table Question Answering.

Benchmarking Table Comprehension In The Wild MultiTabQA: Generat- ing Tabular Answers for Multi-Table Question Answering

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.339603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3ff6452d-fa77-449c-81c0-764265e18429 · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

Benchmarking Table Comprehension In The Wild Gonzalez, Hao Zhang, and Ion Stoica

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.766151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebde495f-ab60-44a0-8208-1869a8b4d20f · outbound

This paper cites Bleu: a Method for Automatic Evaluation of Machine Translation.

Benchmarking Table Comprehension In The Wild Bleu: a Method for Automatic Evaluation of Machine Translation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.301939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b47d1a99-8802-4350-904a-8b7371353b7f · outbound

This paper cites ROUGE: A Package for Automatic Evaluation of Summaries.

Benchmarking Table Comprehension In The Wild ROUGE: A Package for Automatic Evaluation of Summaries

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.779249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6deefa9c-1ad0-4543-a15f-d5b0d33cde5e · outbound

This paper cites METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judgments.

Benchmarking Table Comprehension In The Wild METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judgments

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.268828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 351daf2d-1789-4532-9155-f87c0e41db14 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Benchmarking Table Comprehension In The Wild BERTScore: Evaluating Text Generation with BERT

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.792310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b043f4ae-1a8f-4c73-866d-59efea13e10c · outbound

This paper cites steps"), then provide a succinct answer (marked by.

Benchmarking Table Comprehension In The Wild steps"), then provide a succinct answer (marked by

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:40:58.241295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7e868007-b39c-4647-b7b6-2c38aee871ec · outbound

This paper cites ToTTo: A Controlled Table-To-Text Generation Dataset.

Benchmarking Table Comprehension In The Wild ToTTo: A Controlled Table-To-Text Generation Dataset

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.686154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13078fb9-262c-44c3-affc-631e0890a90e · outbound

This paper cites Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA.

Benchmarking Table Comprehension In The Wild Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T16:40:57.655302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 80c2e246-13d6-4cac-b536-0f52d36733ba · inbound

DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis cites this paper.

DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis Benchmarking Table Comprehension In The Wild

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:30:42.416195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5548c944-463f-4cc7-ad76-478133b638f7 · inbound

DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis cites this paper.

DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis Benchmarking Table Comprehension In The Wild

Reference 4

Resolution: malformed identifier; arxiv_id, observed 2026-05-21T00:29:17.505356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.