Paper Citation Record · LEDGER

AttnLink: Turning Attention into Schema Links for Text-to-SQL

As of 10 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2608.00693.

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

pith.paper-citation-record.v1
2608.00693 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:40:46.768620Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

40 of 40 outbound references displayed

verified exact2
verified fuzzy11
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 97348d9f-2479-4c6f-9202-269a18383ee4 · outbound

This paper cites S pider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to- SQL Task.

AttnLink: Turning Attention into Schema Links for Text-to-SQL S pider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to- SQL Task

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:43.300700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40973079-29b3-41bc-9db8-b45f001abb79 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Advances in Neural Information Processing Systems , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:43.345501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6eed039-4e05-4736-b739-4147a7f7a8ad · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , year =.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Proceedings of the AAAI Conference on Artificial Intelligence , year =

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:50.116775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c80647e7-597c-4c27-9340-750dd202b995 · outbound

This paper cites RSL-SQL: Robust Schema Linking in Text-to-SQL Generation.

AttnLink: Turning Attention into Schema Links for Text-to-SQL RSL-SQL: Robust Schema Linking in Text-to-SQL Generation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:43.515237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fe56677-3e10-48ca-a910-e06945286206 · outbound

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

AttnLink: Turning Attention into Schema Links for Text-to-SQL DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:43.587261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b53cbf50-cb4a-45d2-8772-d91af263c6e1 · outbound

This paper cites Proceedings of the VLDB Endowment , volume=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Proceedings of the VLDB Endowment , volume=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:49.893328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8bd8294f-9af3-40bf-a809-8970369b6d60 · outbound

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

AttnLink: Turning Attention into Schema Links for Text-to-SQL CHESS: Contextual Harnessing for Efficient SQL Synthesis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:43.746189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19971463-d416-4163-9c2f-e679815da906 · outbound

This paper cites Extractive Schema Linking for Text-to-SQL.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Extractive Schema Linking for Text-to-SQL

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:43.822172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9d4086b-cfe6-4bb8-a55d-f3fe1325434f · outbound

This paper cites Hu and Yelong Shen and Phillip Wallis and Zeyuan Allen-Zhu and Yuanzhi Li and Shean Wang and Lu Wang and Weizhu Chen , title =.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Hu and Yelong Shen and Phillip Wallis and Zeyuan Allen-Zhu and Yuanzhi Li and Shean Wang and Lu Wang and Weizhu Chen , title =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:43.895806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cee2af0-62f1-44f8-9b11-4edd398be163 · outbound

This paper cites JOLT - SQL : Joint Loss Tuning of Text-to- SQL with Confusion-aware Noisy Schema Sampling.

AttnLink: Turning Attention into Schema Links for Text-to-SQL JOLT - SQL : Joint Loss Tuning of Text-to- SQL with Confusion-aware Noisy Schema Sampling

Reference 10

Resolution: verified exact; doi, observed 2026-08-05T00:40:47.275638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 045b5d9b-246f-4d6a-830b-d8b0fde6dc3b · outbound

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

AttnLink: Turning Attention into Schema Links for Text-to-SQL Gonzalez and Hao Zhang and Ion Stoica , title =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:44.015431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b04ac935-e07d-4c0c-a417-dd0e180e484a · outbound

This paper cites Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL) , year =.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL) , year =

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:49.772417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1b60a902-d000-499d-b6ed-c569da78bd15 · outbound

This paper cites Towards Complex Text-to- SQL in Cross-Domain Database with Intermediate Representation.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Towards Complex Text-to- SQL in Cross-Domain Database with Intermediate Representation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:44.020681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90e5af04-ec51-493d-a765-7c25528d3450 · outbound

This paper cites Re-examining the Role of Schema Linking in Text-to- SQL.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Re-examining the Role of Schema Linking in Text-to- SQL

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:44.023884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7670504a-54d6-4562-af1d-6d75f4f8328f · outbound

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

AttnLink: Turning Attention into Schema Links for Text-to-SQL The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:44.074994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1bb0d26-ab28-4c45-9018-49249b16fc5a · outbound

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

AttnLink: Turning Attention into Schema Links for Text-to-SQL MAC - SQL : A Multi-Agent Collaborative Framework for Text-to- SQL

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:44.169385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4380cd0-2880-47de-9fa7-c580af4e02d2 · outbound

This paper cites 2024 , eprint=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL 2024 , eprint=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:44.266111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4327152a-515a-4f20-97f0-4d017ba82802 · outbound

This paper cites an unresolved cited work.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T00:40:49.536716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 47dd6eb4-2475-45cf-9fb5-bc8508917a0e · outbound

This paper cites M 3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

AttnLink: Turning Attention into Schema Links for Text-to-SQL M 3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:44.539889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7583af84-6b00-497a-a454-f2e7d8577bd9 · outbound

This paper cites Manning , title =.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Manning , title =

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:49.321695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation acdf96bf-8a05-4347-8964-2307abf2db6c · outbound

This paper cites Attention is not not Explanation.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Attention is not not Explanation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:44.733912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0147589d-7ae4-4dba-80aa-07d4ace29718 · outbound

This paper cites A Primer in BERT ology: What We Know About How BERT Works.

AttnLink: Turning Attention into Schema Links for Text-to-SQL A Primer in BERT ology: What We Know About How BERT Works

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:44.834472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 082da281-2a14-4ffb-bd1b-0a37b20e8f9e · outbound

This paper cites International Conference on Learning Representations , volume=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL International Conference on Learning Representations , volume=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:44.932195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17277c9f-bb6d-4813-8539-5b7e6775d962 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:45.032758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5800903-9764-472f-abbb-d4b08d8252cb · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:49.005306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f51c01cb-0402-4e4c-90bf-e7b22519ba1f · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:48.784752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6e3b416c-f9b0-40ec-bc9e-0991240e949e · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:48.538224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f1f18de8-0012-4ca5-b824-95dc95ad1bf3 · outbound

This paper cites Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers , booktitle =.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers , booktitle =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:48.300384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 681e1a8b-5b41-4b2a-83ed-1cdd5f292783 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , year =.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , year =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:45.634466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae7d794a-bc12-43ac-8e6e-e32ced7058f8 · outbound

This paper cites doi:10.48550/arXiv.2603.06588 , url =.

AttnLink: Turning Attention into Schema Links for Text-to-SQL doi:10.48550/arXiv.2603.06588 , url =

Reference 30

Resolution: verified exact; doi, observed 2026-08-05T00:40:47.058651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7a9693b6-f311-48aa-81f4-91732d4f51db · outbound

This paper cites Qwen2.5-Coder Technical Report.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Qwen2.5-Coder Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:45.838736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f798508-d757-4e55-bb0f-3ab6bcf44a94 · outbound

This paper cites Qwen3 Technical Report.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Qwen3 Technical Report

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:45.938142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c85f175c-c5bd-4d7f-853a-776cc97b59f7 · outbound

This paper cites 2026 , eprint=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL 2026 , eprint=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:46.029674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0f787cc-8e74-4159-9733-8d0aaff5451d · outbound

This paper cites The Llama 3 Herd of Models.

AttnLink: Turning Attention into Schema Links for Text-to-SQL The Llama 3 Herd of Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:46.173403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de100636-7773-4343-89bc-f81eb70901a0 · outbound

This paper cites Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:46.305204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 016c92bb-1f2c-4703-939c-ed4403dfb15e · outbound

This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:48.216028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e58c810a-47ef-488b-9c9b-80e0f5fc3bdc · outbound

This paper cites ACM Computing Surveys , volume=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL ACM Computing Surveys , volume=

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:48.029024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de079897-582f-4219-bf1a-20ae9a33c844 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , year=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL IEEE Transactions on Knowledge and Data Engineering , year=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T00:40:46.586195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd8fddf6-afd1-4ab0-b72c-587c855d0032 · outbound

This paper cites 2025 , volume=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL 2025 , volume=

Reference 39

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T00:40:47.576523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a89df03a-b6f8-4f35-b98f-a5578107e4f5 · outbound

This paper cites Proceedings of the VLDB Endowment , volume=.

AttnLink: Turning Attention into Schema Links for Text-to-SQL Proceedings of the VLDB Endowment , volume=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T00:40:47.854622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.