Paper Citation Record · LEDGER

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

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2312.11242.

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

pith.paper-citation-record.v1
2312.11242 v6

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 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 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:41:31.265812Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T10:44:36.739272Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation fb6f463b-f655-48dd-994c-121893e73058 · inbound

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

CHESS: Contextual Harnessing for Efficient SQL Synthesis MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 70

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T11:24:22.856272Z

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 fcc30093-15bd-4bf7-bdf6-7d62b56908a8 · inbound

PSM-SQL: Progressive Schema Learning with Multi-granularity Semantics for Text-to-SQL cites this paper.

PSM-SQL: Progressive Schema Learning with Multi-granularity Semantics for Text-to-SQL MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T21:41:31.265812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df400f49-ff7d-4cac-9519-55ca7e5ebe23 · inbound

Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation cites this paper.

Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:42:25.993395Z

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 699838f5-0e84-400f-ae34-09269da49e24 · inbound

ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects cites this paper.

ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:58.677701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 598022c6-6801-4eb6-902a-8db0f38a5f94 · inbound

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity cites this paper.

ODIN: A NL2SQL Recommender to Handle Schema Ambiguity MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:59.322047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Automatic Metadata Extraction for Text-to-SQL cites this paper.

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 8a7c2204-858d-45e2-83d1-d77e881adbc8 · inbound

Knowledge Base Construction for Knowledge-Augmented Text-to-SQL cites this paper.

Knowledge Base Construction for Knowledge-Augmented Text-to-SQL MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-07T13:19:34.017622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d71068-a5bb-4688-9557-0a8ac65328d4 · inbound

Design and testing of an agent chatbot supporting decision making with public transport data cites this paper.

Design and testing of an agent chatbot supporting decision making with public transport data MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:22.736389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c36f744-16ec-43ba-98df-16b94f1d6768 · inbound

TailorSQL: An NL2SQL System Tailored to Your Query Workload cites this paper.

TailorSQL: An NL2SQL System Tailored to Your Query Workload MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:00:12.240206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a63972f1-f835-4661-a8f7-5eddbb241517 · inbound

Exploring the Landscape of Text-to-SQL with Large Language Models: Progresses, Challenges and Opportunities cites this paper.

Exploring the Landscape of Text-to-SQL with Large Language Models: Progresses, Challenges and Opportunities MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 123

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:44.279097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cb87183-6c65-4135-bb88-c321caf5f277 · inbound

SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL cites this paper.

SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:12.311113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e24e15e1-19a5-4cd4-b578-797101b6b9d5 · inbound

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience cites this paper.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:02:01.166227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d5ecf91-6943-46b6-b72a-ca8b5e9f9c5c · inbound

RAISE: Reasoning Agent for Interactive SQL Exploration cites this paper.

RAISE: Reasoning Agent for Interactive SQL Exploration MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:17.418441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77329692-8f30-444e-83ca-976a2932ac12 · inbound

SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL cites this paper.

SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:27.169167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd239da5-060d-4948-8b34-e9b970570abd · inbound

SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes cites this paper.

SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:49.320769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c8885d-9fdf-40f1-b468-994f82b39700 · inbound

TReB: A Comprehensive Benchmark for Evaluating Table Reasoning Capabilities of Large Language Models cites this paper.

TReB: A Comprehensive Benchmark for Evaluating Table Reasoning Capabilities of Large Language Models MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:03.588865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc1b925-86d2-4daf-a8aa-3eda43f564a6 · inbound

LLM4Hint: Leveraging Large Language Models for Hint Recommendation in Offline Query Optimization cites this paper.

LLM4Hint: Leveraging Large Language Models for Hint Recommendation in Offline Query Optimization MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T20:16:03.994981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5024e81-984e-478b-bd9f-4c7dc6b401d1 · inbound

XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL cites this paper.

XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-19T06:52:59.916499Z

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 eecf39d3-06d9-4253-9ffd-edd609680e67 · inbound

ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation cites this paper.

ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-19T04:42:04.809856Z

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 996b504f-5a82-400f-a0db-e7ebf7a1ab8e · inbound

RASL: Retrieval Augmented Schema Linking for Massive Database Text-to-SQL cites this paper.

RASL: Retrieval Augmented Schema Linking for Massive Database Text-to-SQL MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T11:09:18.789216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d63af5cf-02e8-4347-ba5f-6e1c757b41bd · inbound

AV-SQL: Decomposing Complex Text-to-SQL Queries with Agentic Views cites this paper.

AV-SQL: Decomposing Complex Text-to-SQL Queries with Agentic Views MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:30:58.019921Z

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 895fa5e2-024a-43ec-9ca8-c73981eeb5e8 · inbound

Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding cites this paper.

Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:11:27.111271Z

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 4ad24bb4-694b-4368-9d16-25c486116930 · inbound

FINER-SQL: Boosting Small Language Models for Text-to-SQL cites this paper.

FINER-SQL: Boosting Small Language Models for Text-to-SQL MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:01:31.410287Z

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 37e3053b-2248-46fc-925b-b20e16a66efa · inbound

AgentNLQ: A General-Purpose Agent for Natural Language to SQL cites this paper.

AgentNLQ: A General-Purpose Agent for Natural Language to SQL MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:43:12.529548Z

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 7eaf6b08-6b0e-4a19-97e7-7133d985e1ba · inbound

Schema-First Retrieval: Embedding Catalogs for Natural Language Analytics cites this paper.

Schema-First Retrieval: Embedding Catalogs for Natural Language Analytics MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-06-30T10:44:36.740769Z

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 f8aecaeb-b701-4d53-9dc9-40e428db9693 · inbound

SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text cites this paper.

SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T13:36:55.655662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27a93a9b-69e1-48ef-baac-3be4f3254663 · inbound

SERL-SQL: Selective Hindsight Distillation for Text-to-SQL Reinforcement Agentic Learning cites this paper.

SERL-SQL: Selective Hindsight Distillation for Text-to-SQL Reinforcement Agentic Learning MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T00:56:32.046749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.