Paper Citation Record · LEDGER

Towards Probabilistic Question Answering Over Tabular Data

As of 7 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2506.20747.

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

pith.paper-citation-record.v1
2506.20747 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:47:15.032189Z

measured 17 of 17 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

17 of 17 outbound references displayed

verified exact0
verified fuzzy9
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3382e1d5-3ff7-4942-b892-675260f7ce65 · outbound

This paper cites arXiv preprint arXiv:2406.05516.

Towards Probabilistic Question Answering Over Tabular Data arXiv preprint arXiv:2406.05516

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:14.941717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd6b6ed5-3fee-4f9a-9c6d-b0dc1e32a9c0 · outbound

This paper cites Mixtral of Experts.

Towards Probabilistic Question Answering Over Tabular Data Mixtral of Experts

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:14.947617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29665b18-437a-4732-860d-6b2e6cd97498 · outbound

This paper cites The Dawn of Natural Language to SQL: Are We Fully Ready?.

Towards Probabilistic Question Answering Over Tabular Data The Dawn of Natural Language to SQL: Are We Fully Ready?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:14.954853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5859d2a1-3431-44df-a5b8-3bc33be8e0a7 · outbound

This paper cites InFindings of the Association for Computational Linguistics ACL 2024, pages 9215–9235.

Towards Probabilistic Question Answering Over Tabular Data InFindings of the Association for Computational Linguistics ACL 2024, pages 9215–9235

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:15.497750Z

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 b3b5c300-a7e2-4c4c-8a93-3b8bcec4cab2 · outbound

This paper cites GPT-4o System Card.

Towards Probabilistic Question Answering Over Tabular Data GPT-4o System Card

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:14.971618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc91be27-a52e-4481-b031-37b66dea85e3 · outbound

This paper cites CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL.

Towards Probabilistic Question Answering Over Tabular Data CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:14.982329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 902b3b7b-95c9-4791-8b42-e0d71bc72c32 · outbound

This paper cites InProceedings of the 2024 Con- ference on Empirical Methods in Natural Language Processing, pages 2634–2652, Miami, Florida, USA.

Towards Probabilistic Question Answering Over Tabular Data InProceedings of the 2024 Con- ference on Empirical Methods in Natural Language Processing, pages 2634–2652, Miami, Florida, USA

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:15.448058Z

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 78c30e9d-35b8-4cb1-8b0f-9f09f6d2ec2f · outbound

This paper cites CHESS: Contextual Harnessing for Efficient SQL Synthesis.

Towards Probabilistic Question Answering Over Tabular Data CHESS: Contextual Harnessing for Efficient SQL Synthesis

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:15.000951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 487bd26b-4bc3-4c48-bff0-cf5265cdf7e5 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Towards Probabilistic Question Answering Over Tabular Data LLaMA: Open and Efficient Foundation Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:15.007282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08c37c5d-3718-48c4-9f8a-764868605413 · outbound

This paper cites slightly increase.

Towards Probabilistic Question Answering Over Tabular Data slightly increase

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:15.381606Z

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 d5aa8447-5d2c-42b7-8837-2ad56b8801a1 · outbound

This paper cites Given a question, the LLM first identifies target and evidence vari- ables.

Towards Probabilistic Question Answering Over Tabular Data Given a question, the LLM first identifies target and evidence vari- ables

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:15.358634Z

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 82939ec3-e02d-4ace-bc6b-35b1fcc3ef8b · outbound

This paper cites • HybridRetrieve from both Vector and BM25 Retriever, combine and rerank the results.

Towards Probabilistic Question Answering Over Tabular Data • HybridRetrieve from both Vector and BM25 Retriever, combine and rerank the results

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:15.405186Z

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 ba4636f7-6d60-47d6-8486-a728913079fc · outbound

This paper cites InIJCAI 2007, Proceedings of the 20th international joint conference on artificial intelligence, pages 2462–2467.

Towards Probabilistic Question Answering Over Tabular Data InIJCAI 2007, Proceedings of the 20th international joint conference on artificial intelligence, pages 2462–2467

Reference 2007

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:15.520976Z

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 e67aabb8-3735-49fb-b6bb-73edbe34c31c · outbound

This paper cites InProceedings of the 2019 Conference on Empirical Methods in Natural Language Processing.

Towards Probabilistic Question Answering Over Tabular Data InProceedings of the 2019 Conference on Empirical Methods in Natural Language Processing

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:15.472090Z

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 130adf6f-7ca3-4c49-b23a-b5aa19fafb95 · outbound

This paper cites Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation.

Towards Probabilistic Question Answering Over Tabular Data Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:14.935694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6635834-45da-4cfd-bf6b-df0adfa30707 · outbound

This paper cites In Proceedings of the ACM Web Conference 2024, pages 2204–2215.

Towards Probabilistic Question Answering Over Tabular Data In Proceedings of the ACM Web Conference 2024, pages 2204–2215

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:15.543966Z

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 ab5fedd8-ef62-47df-8770-b924e3342ca3 · outbound

This paper cites price in- creases from 1% to 5%.

Towards Probabilistic Question Answering Over Tabular Data price in- creases from 1% to 5%

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:47:15.425120Z

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.

Pith citing papers

No inbound Pith citation observations are available.