Paper Citation Record · LEDGER

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning

As of 7 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 3 inbound Pith citation observations for arXiv:2506.06093.

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

pith.paper-citation-record.v1
2506.06093 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:04:16.286253Z

measured 25 of 25 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:01:08.018025Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T07:16:02.048681Z

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88547968-1db2-4aa1-83ac-6088b405a8e5 · outbound

This paper cites online" 'onlinestring :=.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:13.606282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94655567-b684-4112-a99f-279dbd8dc8d9 · outbound

This paper cites write newline.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:13.728780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29974598-0f92-442e-b302-0287871c2c85 · outbound

This paper cites Program Synthesis with Large Language Models.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Program Synthesis with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:13.858329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1021719-5bea-4e0a-ab6f-fc2607f1e75a · outbound

This paper cites an unresolved cited work.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:13.985630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de29334-57de-44d1-af4c-fb581853aac2 · outbound

This paper cites Language Models are Few-Shot Learners.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Language Models are Few-Shot Learners

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:14.141498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c9551ae-85c5-4013-87ac-e6050e4b433c · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:14.361190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86a0c363-e0c8-4d82-97d2-97c4c473fe9c · outbound

This paper cites an unresolved cited work.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:17.110482Z

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 24363cae-f375-40b3-8964-6e065ea3b393 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:14.600148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 528a6abf-57b7-41d6-bc4b-64a4f119ccd1 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning QLoRA: Efficient Finetuning of Quantized LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:14.653048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84aa94b1-cb28-4e0d-9140-ea0dbf173f3a · outbound

This paper cites The Llama 3 Herd of Models.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning The Llama 3 Herd of Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:14.796332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a3ed67-9c43-4ed0-bc74-fb8fd2f219b8 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning LoRA: Low-Rank Adaptation of Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:14.946352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3d807a5-4f2a-4a8e-a780-556515d33c06 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Qwen2.5-Coder Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:15.092220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 125f2da1-086a-4650-a1c4-0f17bce3e314 · outbound

This paper cites an unresolved cited work.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:16.887849Z

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 641562a8-5607-410b-a7d1-2c369da844f6 · outbound

This paper cites an unresolved cited work.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:16.740208Z

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 d11f0753-41e2-4086-a845-aefce9d0ad17 · outbound

This paper cites GPT-4 Technical Report.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning GPT-4 Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:15.480797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c72549-7f9f-4d05-a4e8-f4d191ae5c7e · outbound

This paper cites Proximal Policy Optimization Algorithms.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Proximal Policy Optimization Algorithms

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:15.584744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df180a1b-f606-4149-be78-270e793244d1 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:15.664038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 349364fe-c57f-45e4-acaa-75a106e60309 · outbound

This paper cites an unresolved cited work.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:16.577207Z

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 99022fd8-5138-4d84-a39c-ff996f90910e · outbound

This paper cites CodeGemma: Open Code Models Based on Gemma.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning CodeGemma: Open Code Models Based on Gemma

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:15.970264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bd22d8c-ce34-40e9-a436-b47370eff411 · outbound

This paper cites Executable Code Actions Elicit Better LLM Agents.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Executable Code Actions Elicit Better LLM Agents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:16.066921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26803923-ac26-48fe-9f99-e2bca636c10c · outbound

This paper cites an unresolved cited work.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:16.172033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 053c5655-7c06-4d45-b97c-b14b13e7a8b4 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:16.286253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cc67c608-758e-487b-9c13-5418830ae92b · inbound

Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds cites this paper.

Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T17:01:08.018025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b083d84d-1698-45f8-a710-1ed96cd3865b · inbound

LASER: A Data-Centric Method for Low-Cost and Efficient SQL Rewriting based on SQL-GRPO cites this paper.

LASER: A Data-Centric Method for Low-Cost and Efficient SQL Rewriting based on SQL-GRPO Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:16:02.052231Z

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 340476a5-86b1-4e53-855a-bc7befdd3936 · inbound

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning cites this paper.

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:15:49.117568Z

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.