Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2410.01066.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T11:44:07.068173Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 68ad7ae9-9e26-4004-a8e7-b33920f5364f · inbound
An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating cites this paper.
An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:44:07.068173Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 259cbcf1-8332-4ec1-aa5f-321603aee0e8 · inbound
LLM Agents Are the Antidote to Walled Gardens cites this paper.
LLM Agents Are the Antidote to Walled Gardens From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T00:44:29.415781Z
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 00594952-079c-47b1-8d98-afdffa7dad5a · inbound
Agentic LLMs for Question Answering over Tabular Data cites this paper.
Agentic LLMs for Question Answering over Tabular Data From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T19:30:44.445676Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bde8a37a-8e60-439e-b647-7049ad83e4fa · inbound
Changing the Paradigm from Dynamic Queries to LLM-generated SQL Queries with Human Intervention cites this paper.
Changing the Paradigm from Dynamic Queries to LLM-generated SQL Queries with Human Intervention From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T19:04:53.157874Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e8d31a4-8bb0-4166-83ea-b175718a9bba · inbound
NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions cites this paper.
NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
Reference 44
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T09:50:59.282501Z
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 f03f5a93-a65e-4c71-9ae9-2dc967574920 · inbound
Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs cites this paper.
Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
Reference 299
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T07:45:59.366969Z
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 4b113c47-38eb-4ff8-959a-e7d738ff8fae · inbound
Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning cites this paper.
Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
Reference 284
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T08:01:00.837639Z
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 c5bd44bc-394a-49e6-b915-da2839a90d11 · inbound
AgentNLQ: A General-Purpose Agent for Natural Language to SQL cites this paper.
AgentNLQ: A General-Purpose Agent for Natural Language to SQL From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
Reference 8
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T10:43:12.520354Z
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 7c6971f4-3b77-4c66-8ce0-1fc36fdf18e3 · inbound
Fixing FOLIO and MALLS: Verified Annotations and an LLM-assisted Framework to Focus Human Relabeling cites this paper.
Fixing FOLIO and MALLS: Verified Annotations and an LLM-assisted Framework to Focus Human Relabeling From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
Reference 82
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T14:32:17.765895Z
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.