Paper Citation Record · LEDGER

Automatic Metadata Extraction for Text-to-SQL

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 5 inbound Pith citation observations for arXiv:2505.19988.

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

pith.paper-citation-record.v1
2505.19988 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:07:10.858331Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:04:46.090071Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

28 of 28 outbound references displayed

verified exact1
verified fuzzy7
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation ecc36563-58cb-441c-b208-09ec274179e6 · outbound

This paper cites Reason: not picking up on meaning of A15.

Automatic Metadata Extraction for Text-to-SQL Reason: not picking up on meaning of A15

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:11.787778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 79b66f5d-2296-43ef-929d-c449c962389f · outbound

This paper cites What is the difference in the number of superheroes between DC Comics and Marvel Comics?.

Automatic Metadata Extraction for Text-to-SQL What is the difference in the number of superheroes between DC Comics and Marvel Comics?

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:12.155794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d7b82eca-ab7d-48a3-b2c9-3bf58aaf8750 · outbound

This paper cites The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models.

Automatic Metadata Extraction for Text-to-SQL The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:08.440558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 015baa43-6fcc-49d9-b9e1-d47b5b26cd6c · outbound

This paper cites Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies.

Automatic Metadata Extraction for Text-to-SQL Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:07:11.429656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 28d65edb-9851-4a3f-a90c-b505a79e4140 · outbound

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

Automatic Metadata Extraction for Text-to-SQL CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:08.758351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d002f07-029d-49fa-8465-0238aeedbcc8 · outbound

This paper cites Learning from Few Examples: A Summary of Approaches to Few-Shot Learning.

Automatic Metadata Extraction for Text-to-SQL Learning from Few Examples: A Summary of Approaches to Few-Shot Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:08.887312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 387f4c76-3e75-450f-8cbd-f92dd8ac043d · outbound

This paper cites October Meeting.

Automatic Metadata Extraction for Text-to-SQL October Meeting

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:13.517341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b933953-895d-4919-bb4c-c528b9eefee5 · outbound

This paper cites A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions.

Automatic Metadata Extraction for Text-to-SQL A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:09.103858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f0af415-53bb-4606-ab8e-3ce7a6a61b10 · outbound

This paper cites Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation.

Automatic Metadata Extraction for Text-to-SQL Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:09.243960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0dbbb3e-2b16-4234-9c66-41b6ed73b7e6 · outbound

This paper cites MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL.

Automatic Metadata Extraction for Text-to-SQL MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:09.356316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 845ce957-d92c-4426-a648-07e9e3083251 · outbound

This paper cites SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning.

Automatic Metadata Extraction for Text-to-SQL SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:09.520103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ee0f930-1ad7-4f66-8929-5d61a0b1b83c · outbound

This paper cites Yu, et al.

Automatic Metadata Extraction for Text-to-SQL Yu, et al

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:13.851475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 20d09ac0-51f4-4dc0-9795-768e75a88107 · outbound

This paper cites an unresolved cited work.

Automatic Metadata Extraction for Text-to-SQL Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:13.673350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2326577e-ee00-425d-a1c1-3500c4ee8c3c · outbound

This paper cites an unresolved cited work.

Automatic Metadata Extraction for Text-to-SQL Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:12.924668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a400b573-1fee-4621-8cc7-5cfeecfba0c3 · outbound

This paper cites Aaron"? Q2:: How many.

Automatic Metadata Extraction for Text-to-SQL Aaron"? Q2:: How many

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:12.676970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97cd926e-8005-4d1b-a8a5-f908f64cce96 · outbound

This paper cites an unresolved cited work.

Automatic Metadata Extraction for Text-to-SQL Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:11.983003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 84b71fff-a1ca-4123-a7cd-5e19e6f10528 · outbound

This paper cites an unresolved cited work.

Automatic Metadata Extraction for Text-to-SQL Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:13.292757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 985ef329-4028-4a21-a3a8-564a2efd5148 · outbound

This paper cites Super Strength.

Automatic Metadata Extraction for Text-to-SQL Super Strength

Reference 1000

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:12.313074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 28b1ee15-cfc7-4ca6-babc-97b15c62a238 · outbound

This paper cites Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

Automatic Metadata Extraction for Text-to-SQL Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

Reference 1996

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:09.851461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21b68f57-ea8a-4a29-8587-268526e8def2 · outbound

This paper cites an unresolved cited work.

Automatic Metadata Extraction for Text-to-SQL Unresolved cited work

Reference 1997

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:14.313782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4135d033-7988-4384-85ce-f581ec746738 · outbound

This paper cites C3: Zero-shot Text-to-SQL with ChatGPT.

Automatic Metadata Extraction for Text-to-SQL C3: Zero-shot Text-to-SQL with ChatGPT

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:08.009466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3caa7759-b09f-424c-9c3d-c83a3957ff90 · outbound

This paper cites an unresolved cited work.

Automatic Metadata Extraction for Text-to-SQL Unresolved cited work

Reference 2005

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:12.500299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 63f0cbde-a0ca-4364-8ff0-0147aa91d31b · outbound

This paper cites A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL.

Automatic Metadata Extraction for Text-to-SQL A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:08.095728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21561311-5128-4719-95df-d4f39f34b58a · outbound

This paper cites an unresolved cited work.

Automatic Metadata Extraction for Text-to-SQL Unresolved cited work

Reference 2015

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:13.087729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9a302b12-d47c-4f84-9826-98b71b5c4d86 · outbound

This paper cites Yang, C.M.

Automatic Metadata Extraction for Text-to-SQL Yang, C.M

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:14.100042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1156b6fb-87c7-494f-88e6-180bad3aedc1 · outbound

This paper cites DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction.

Automatic Metadata Extraction for Text-to-SQL DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:08.962910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0365f857-634f-42a6-96ce-11d20adf29e9 · outbound

This paper cites MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation.

Automatic Metadata Extraction for Text-to-SQL MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:08.330616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 566b0e7a-d047-4cc5-9d02-04dd9e291112 · outbound

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

Automatic Metadata Extraction for Text-to-SQL Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:08.210853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 21976055-a7d8-4416-b5f2-543e02ac19cb · inbound

DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework cites this paper.

DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework Automatic Metadata Extraction for Text-to-SQL

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-18T06:10:57.620182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 05842c39-54dd-4c8d-84cc-e3634ea9e063 · inbound

APEX-SQL: Talking to the data via Agentic Exploration for Text-to-SQL cites this paper.

APEX-SQL: Talking to the data via Agentic Exploration for Text-to-SQL Automatic Metadata Extraction for Text-to-SQL

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T01:04:46.090071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd56cc9a-3f00-44bb-b78a-8447e8c15f05 · inbound

Data-aware candidate selection in NL2SQL translation via small separating instances cites this paper.

Data-aware candidate selection in NL2SQL translation via small separating instances Automatic Metadata Extraction for Text-to-SQL

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T03:32:12.253259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e63d743-5585-4afb-93a3-6d6d1749206a · inbound

Sophrosyne: Agentic Exploration of Relational Data Systems Needs Moderation cites this paper.

Sophrosyne: Agentic Exploration of Relational Data Systems Needs Moderation Automatic Metadata Extraction for Text-to-SQL

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T20:52:37.820020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 69e0c3d0-7b8e-4cd0-9f1d-f0e820ccd18f · inbound

Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQL cites this paper.

Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQL Automatic Metadata Extraction for Text-to-SQL

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-11T23:37:54.128572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.