Paper Citation Record · LEDGER

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph

As of 7 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 2 inbound Pith citation observations for arXiv:2505.19956.

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

pith.paper-citation-record.v1
2505.19956 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:09:06.744893Z

measured 44 of 44 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T02:32:09.638225Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T14:49:54.670026Z

Reference resolution

42 of 42 outbound references displayed

verified exact2
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d57b1c47-3cd2-4db8-9ff7-b952ea148278 · outbound

This paper cites online" 'onlinestring :=.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:01.845735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2460e4b8-d27b-4066-be4a-293a4acd9ef4 · outbound

This paper cites write newline.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:01.934840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f0cd02f-c060-400f-969c-119c8378f18b · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:09:10.440011Z

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 5cf7d8f7-dfab-4869-b3fc-71eacc1ec72c · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:02.075586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8d04ba3-e20b-4fb2-86e8-2210a9c5e0f9 · outbound

This paper cites How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:02.144112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 097de96f-0240-45c0-b10b-2f4a9fa29064 · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:02.234943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5ede116-23f3-4f9c-b511-e04a09bfd856 · outbound

This paper cites Structure-Grounded Pretraining for Text-to-SQL.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Structure-Grounded Pretraining for Text-to-SQL

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:02.311489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bda8a81f-f94c-4802-b4a5-f2db6862f840 · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:02.384748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81b35904-70b6-49f3-8af4-f560a740f581 · outbound

This paper cites The Llama 3 Herd of Models.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:02.472097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e0bde2-82a6-4216-964a-bf0a57bc1b0b · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:09:10.196268Z

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 436033a7-570a-4d20-ae2a-b672817cd42b · outbound

This paper cites Towards Robustness of Text-to-SQL Models against Synonym Substitution.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Towards Robustness of Text-to-SQL Models against Synonym Substitution

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:02.624746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13c3a41e-b0eb-4a32-9b3e-ca78dae60b5a · outbound

This paper cites Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:02.724749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d23f2480-3de9-4b7c-ba95-f195babcd0d8 · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:02.861248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5dc1eff-22cb-40d5-926e-4a6a873f562a · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:09:09.912801Z

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 e5661f3f-819b-4115-aa7b-2b8136b87a6e · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:03.184925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243fb5fa-d351-4cf7-8ced-f67f6c095f05 · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:03.264829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c14b7f-1f9e-4869-a70d-78dbf56cebe3 · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Dense Passage Retrieval for Open-Domain Question Answering

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:03.364751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ea60749-1802-4cdc-93ee-29dbfada19fd · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:03.453189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0252c07b-451f-4fb5-a433-2f089afbb46a · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:03.654825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33a2ea58-35f2-4332-819b-733414a137fd · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:03.747653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18551f6e-2139-471f-a552-ab8bdc381f14 · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:09:09.712261Z

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 4b3c493b-8167-41f6-83f1-eee0dc39c0a3 · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:04.014754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1451f352-4625-4e75-a81b-9afa6126cdde · outbound

This paper cites PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:04.122733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7ae3b01-e840-4d04-aced-d4931210b914 · outbound

This paper cites Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:04.244825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e573421a-d4f2-4dbe-80d9-d7653abf6f38 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:04.384747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a46e64e7-bcd8-42a1-bd8b-bb93e1f65546 · outbound

This paper cites In-context Learning with Retrieved Demonstrations for Language Models: A Survey.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph In-context Learning with Retrieved Demonstrations for Language Models: A Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:04.529311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 061d7856-cf9a-47ee-9734-7a99f356bdf5 · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:04.665039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 342d75c7-a59b-463b-ab6c-cfbc9b0cf8e8 · outbound

This paper cites GPT-4 Technical Report.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph GPT-4 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:04.772349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 191d136f-4f20-4c22-bd43-5b4d50a2d413 · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:04.894832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f84eb3d8-070a-4153-ae4a-b8f3a60e8fd1 · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:05.014843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ace4dee5-8977-4ffd-a42d-35bccbcc9a0c · outbound

This paper cites Evaluating the Text-to-SQL Capabilities of Large Language Models.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Evaluating the Text-to-SQL Capabilities of Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:05.116964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95448844-7ab2-4a6b-ac3e-dc7ccc3b023e · outbound

This paper cites Learning To Retrieve Prompts for In-Context Learning.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Learning To Retrieve Prompts for In-Context Learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:05.294751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5719b0e-bcf5-44c2-8587-3da68f28bacd · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:05.614905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a1d2cee-03d5-49de-aa03-bb296770995e · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:05.754754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e3af6ad-793e-4beb-9018-ddbe8aff36c8 · outbound

This paper cites Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations

Reference 35

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T14:09:09.216617Z

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 cf0220f4-b746-408e-bfc6-da9fae38cbcc · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:05.975717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b4efc66-6bc7-43f9-a6c9-5b064c3a1dab · outbound

This paper cites Emergent Abilities of Large Language Models.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Emergent Abilities of Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:06.054833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50b7da5a-8b40-42d4-82e5-b97802c623cd · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-07T14:09:07.584765Z

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 c9293d19-a1dd-481d-a633-35a5b224f15b · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:06.342480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66f8a770-8f30-4d11-bf6c-8bd4e338210a · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:06.454610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c88e0961-b66d-49b9-bded-0a5489fe7517 · outbound

This paper cites an unresolved cited work.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-07T14:09:07.074752Z

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 7ed84954-8652-45db-8936-a61321c88ee1 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Automatic Chain of Thought Prompting in Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:06.744893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation bb33630f-b986-438d-9020-d21114a6c192 · inbound

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries cites this paper.

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-04T14:49:54.671600Z

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 7827b5e4-fe61-41aa-a3f7-883eda89212b · inbound

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries cites this paper.

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T02:32:09.638225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.