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Paper Citation Record · LEDGER

Can Large Language Models Be Query Optimizer for Relational Databases?

As of 9 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 6 inbound Pith citation observations for arXiv:2502.05562.

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

pith.paper-citation-record.v1
2502.05562 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:54:32.661877Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:13.233316Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T05:59:38.383478Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact12
  • verified fuzzy11
  • unresolved46
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7df36300-1c26-4304-99ef-84bb6e97dc2a · outbound

This paper cites Nippon telegraph and telephone corporation.

Can Large Language Models Be Query Optimizer for Relational Databases? Nippon telegraph and telephone corporation

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:54:36.461156Z

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.

source=pdf_text observed=2026-08-08T18:54:32.317923Z digest=sha256:870b6796c3d3ba9dc9e1c0a72e67bb4f39dc510bd9ec0a37f085814706f2678f

Observation e6b9d3bf-a3f6-4927-8317-5c4ac97435cc · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 2

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unresolved
no resolver link, observed 2026-08-08T18:54:32.323618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.323618Z digest=sha256:3498060af49e4d4d65c387286b7eaebd2a1590c5979c229de0bc04a04e1a1e51

Observation 58abef9a-c0d9-47c1-ab8c-881a7ed122fd · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:54:36.435638Z

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.

source=pdf_text observed=2026-08-08T18:54:32.328845Z digest=sha256:8bc5b60d1ae17be9fde003b99167ee54ed50f3da77c3f68b585d0a43baedc7d7

Observation fa68ce39-8d8a-4dd1-8c63-cfd08559b05a · outbound

This paper cites The Falcon Series of Open Language Models.

Can Large Language Models Be Query Optimizer for Relational Databases? The Falcon Series of Open Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.334001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.334001Z digest=sha256:30b80c60e61a1ba4bf4acc47b22f7a8f8489718a6514202c09251278aa192349

Observation 67507646-a42b-4e47-99ee-0f2b6308cc9d · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:54:36.420109Z

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.

source=pdf_text observed=2026-08-08T18:54:32.339707Z digest=sha256:a8a87f5d4747bf0892aa3b8a2c79b8ce6dbc8f6112f9b5d0d3f28f47f186cdde

Observation 718d06b0-8f24-4b2b-a8e6-20c1656e53e2 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.344457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.344457Z digest=sha256:301207eb063328abc15520c383d40d2c97016591288accf153c844e073e2a2e6

Observation 3b381904-cf17-45ae-aed4-c0296ca73884 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.349093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.349093Z digest=sha256:1a8d57c0d42c81244e74a8b78fa95bd30ec48e498ee4729f98991c1469f86f33

Observation 8799ccc2-9085-41d3-9fbe-10ed33cfcfc9 · outbound

This paper cites Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning.

Can Large Language Models Be Query Optimizer for Relational Databases? Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.353949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.353949Z digest=sha256:c7111c823eb1b8cc53cabf4fa214d36dd60254b3b793045e09de20dcb6b188f1

Observation 0a488bc8-ca19-4776-8bb7-841e5b90171d · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.359160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.359160Z digest=sha256:a292ab9b223e6c1323d5d382afb7dbb9826cb12651b58b2b5868e5827d05f128

Observation 755183ea-61be-4c6e-8400-999329461e35 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.365422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.365422Z digest=sha256:9a6d42277a4306a085848922945440ac35a1ff86891d55e0a5802ad3c8f0cf13

Observation c2853909-f4d9-4f17-8ab2-f31604a1c33d · outbound

This paper cites The Llama 3 Herd of Models.

Can Large Language Models Be Query Optimizer for Relational Databases? The Llama 3 Herd of Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.370616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.370616Z digest=sha256:27887e78ab2ea8fdab613af84391cfbc1719f608fcb990df7b0fb44921eef6b3

Observation 10c4a175-c993-47d6-b97c-1d3e9886dced · outbound

This paper cites Hashimoto.

Can Large Language Models Be Query Optimizer for Relational Databases? Hashimoto

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:54:36.395798Z

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.

source=pdf_text observed=2026-08-08T18:54:32.376078Z digest=sha256:15a34d339b1b097f3de57f710654bc04cde712289054621419f0aa9e71d1d90f

Observation 06a6449a-38e1-4171-8f0c-06f97cd35311 · outbound

This paper cites 1994.Query Processing for Advanced Database Systems.

Can Large Language Models Be Query Optimizer for Relational Databases? 1994.Query Processing for Advanced Database Systems

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:54:36.380601Z

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.

source=pdf_text observed=2026-08-08T18:54:32.381066Z digest=sha256:3d85f0b1aa555153c9e976388fbd19ec641c2d6d001b26c014a68c735b10fc0d

Observation 91d71b40-4365-4c34-86df-be49dc81d469 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.386128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.386128Z digest=sha256:f62640d5208797b13ee419b22c5c6bf814d0c87254aa0f811b2961aa21c332fa

Observation 9f26d9a5-fc2a-4112-ae95-d5906ce4c2a6 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 15

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T18:54:35.778054Z

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.

source=pdf_text observed=2026-08-08T18:54:32.391133Z digest=sha256:ca12ce27f3306e01707c180663f36fdbeeb3ef3061b02bc53dd33ab98597ca65

Observation 706e729e-8bb3-4f5d-af7a-4fcba5252d05 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:54:36.366422Z

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.

source=pdf_text observed=2026-08-08T18:54:32.395740Z digest=sha256:2dea2548e2e7b89d5245de0081a8cf8210cf0da5c5cad4bc6fe2d5cd0cab8c30

Observation 615bde77-c77b-46fb-994b-415997b8687b · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.400545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.400545Z digest=sha256:0ade9723e520eb06e9fa73191716f1869e7b0e4c198af936ef284f2f945e3d34

Observation ee2af50d-2cd2-4196-98d6-abc86a85da60 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.405210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.405210Z digest=sha256:443944bbb5faf4981c06dfd87f89d2fe2d2f3bf9e11889e372651c2f9fff8730

Observation 4baa3836-a23d-4d1c-9dc0-9c49fc191d99 · outbound

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

Can Large Language Models Be Query Optimizer for Relational Databases? Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:54:36.341313Z

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.

source=pdf_text observed=2026-08-08T18:54:32.410102Z digest=sha256:0a85ef29a2b881b5b5c604daa56bb78b870e1512cb022acbe536963c4c23dc45

Observation 9e91999f-2694-42b7-b2fc-84f0a75aad70 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.415151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.415151Z digest=sha256:5a9b2f705b5247c7e0e639ab421c44743a868bfe0b552ea5c5a89d245f1b611f

Observation 71f2e941-435b-4867-96c0-9178c1d3ab82 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 21

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T18:54:35.623858Z

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.

source=pdf_text observed=2026-08-08T18:54:32.419858Z digest=sha256:8ca2774117141250621a32165f8e88483065562a3c70dd596f057452a0a66042

Observation 12a005a1-b0d6-4d99-8a98-fc1bd07cd352 · outbound

This paper cites Mistral 7B.

Can Large Language Models Be Query Optimizer for Relational Databases? Mistral 7B

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-08T18:54:32.424635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.424635Z digest=sha256:dda9a23ccd1e06d2dad3df733aa5421a264e35b6b1f1f3fbbed10e7e16e2ab6e

Observation 9196992e-2cff-4375-b8e6-ca2769b7f387 · outbound

This paper cites Mistral 7B.

Can Large Language Models Be Query Optimizer for Relational Databases? Mistral 7B

Reference 23

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unresolved
no resolver link, observed 2026-08-08T18:54:32.429569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.429569Z digest=sha256:b6ac1d8da84e24c11e2295b825ebc22615489ca627c2d88be5c9a27d4851d5dc

Observation 4b087b89-83d9-4945-ac74-8decb9e202cd · outbound

This paper cites A Survey on Large Language Models for Code Generation.

Can Large Language Models Be Query Optimizer for Relational Databases? A Survey on Large Language Models for Code Generation

Reference 24

Resolution
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no resolver link, observed 2026-08-08T18:54:32.434229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.434229Z digest=sha256:ff1ef3d707319cdef039f5251eaf6047717ed76377650d80978253e1e0fc05d6

Observation 4b557885-6e2a-4ede-81e7-2aa0276c6734 · outbound

This paper cites Reiner, and Don S.

Can Large Language Models Be Query Optimizer for Relational Databases? Reiner, and Don S

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:54:36.325839Z

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.

source=pdf_text observed=2026-08-08T18:54:32.439087Z digest=sha256:dace1fb1b1f612c6eaca1e8be5d6b38cba2651914cb486c44373017003281f69

Observation 6d3a5f62-f8c0-481c-b93c-3ebf2116e647 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:54:36.310011Z

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.

source=pdf_text observed=2026-08-08T18:54:32.443737Z digest=sha256:9778cf512a6f67fd7f08e177f9667504b4b100e6942cc3959ce054b99c10ff4d

Observation 315f45bd-3375-455c-bee6-d4e6684340b5 · outbound

This paper cites Learning to Optimize Join Queries With Deep Reinforcement Learning.

Can Large Language Models Be Query Optimizer for Relational Databases? Learning to Optimize Join Queries With Deep Reinforcement Learning

Reference 27

Resolution
metadata mismatch
local_arxiv, observed 2026-08-08T18:54:35.433268Z

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.

source=pdf_text observed=2026-08-08T18:54:32.448641Z digest=sha256:e38701c5e28ac7a6096b472e33c4e4548866e41b4656dd2f7a7696e9e756694a

Observation aee77fd0-6a8b-4754-a3ec-f1edf832b11b · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:54:36.295118Z

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.

source=pdf_text observed=2026-08-08T18:54:32.453394Z digest=sha256:97472449c27efa2d762c662a5a1127f7dbbf7b894e927a3e8fb0efe9897e6899

Observation bd1bee4e-43db-4fdf-aec9-8c6e0d143b8e · outbound

This paper cites Boncz, Alfons Kemper, and Thomas Neumann.

Can Large Language Models Be Query Optimizer for Relational Databases? Boncz, Alfons Kemper, and Thomas Neumann

Reference 29

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T18:54:35.410113Z

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.

source=pdf_text observed=2026-08-08T18:54:32.458138Z digest=sha256:87b20326ff420c6c3319a59650d9ff936d3c8255e4703655dcc94c2e15c4d97f

Observation 01338c2a-ed4e-4411-93d5-f8445d8a4a3e · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 30

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unresolved
no resolver link, observed 2026-08-08T18:54:32.462614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.462614Z digest=sha256:d2679d77695933a621c31a2ac450fb85cf91dd26bedbd5fe9e97d4f6cd9acba0

Observation a200eda8-7a6e-4eee-9ca2-a4210f092122 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:54:36.270667Z

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.

source=pdf_text observed=2026-08-08T18:54:32.467268Z digest=sha256:dc8ad79cd8afb2748c35870b48b9d59ca9f31c7a3f3d29e0f0508ef485e73477

Observation 3efa1d58-67ca-4dcc-b2dd-8a778935c40c · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:54:36.255682Z

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.

source=pdf_text observed=2026-08-08T18:54:32.471873Z digest=sha256:99dea708b96d053283a70dbf702f3ce1422736970320be45e07484de85930c1f

Observation 4502f0cc-dae0-4d05-b9b3-7635681a5972 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 33

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unresolved
no resolver link, observed 2026-08-08T18:54:32.476518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.476518Z digest=sha256:ec7c9c027bec20243416e84acc2db0c7d1c140eb9c5ec92e3b01f506544b46c8

Observation 168453cc-b3d6-47f0-a61e-47c23ba8f59d · outbound

This paper cites LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency.

Can Large Language Models Be Query Optimizer for Relational Databases? LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency

Reference 34

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unresolved
no resolver link, observed 2026-08-08T18:54:32.481675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.481675Z digest=sha256:ad7d8a878b63a101ede46361c02fabe881788afcf5641febae53e4acc2785c87

Observation cc92ec4c-a3be-4530-b33f-7be05f75e80a · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:54:36.240244Z

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.

source=pdf_text observed=2026-08-08T18:54:32.487245Z digest=sha256:379744a9f08889ec5fc713bac56d0318389a05640fad32e638091ffb007dbbba

Observation b0ea90a4-5dd7-49f2-a9c6-bc4af1fc1ea0 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 36

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T18:54:35.215392Z

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.

source=pdf_text observed=2026-08-08T18:54:32.492075Z digest=sha256:1689e0a334e93087b0b382225e0935d9bb2d657e426693033afd5e8bcd3b62cd

Observation 128633c9-f48d-4803-a37c-f10efde6c270 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 37

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T18:54:35.040767Z

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.

source=pdf_text observed=2026-08-08T18:54:32.496755Z digest=sha256:53baf70dc6a2409428cb62810ec532960a44484e51b4546288f0e7860bc59c2f

Observation a1e34460-1ede-4182-9f80-43452bab87f7 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 38

Resolution
malformed identifier
no resolver link, observed 2026-08-08T18:54:32.501488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:54:32.501488Z digest=sha256:2cd77e4485c7ff1ebd8161d2997582a42f8635b8adf1326426ad1ac3ad57e938

Observation beeb555d-7253-47f9-8294-097ee987dae5 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 39

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source=pdf_text observed=2026-08-08T18:54:32.506189Z digest=sha256:515adc8988fc80baa3e401b19593874123b0553db57ac3db96f4c7d6a318c657

Observation 380d0af3-6de9-41bd-8212-7005e1e2d5c4 · outbound

This paper cites OpenAI o1 System Card.

Can Large Language Models Be Query Optimizer for Relational Databases? OpenAI o1 System Card

Reference 40

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source=pdf_text observed=2026-08-08T18:54:32.510926Z digest=sha256:b01094efdcc0a45e9c18a851c6733377810bf2f0f744cdc4d09ec789151f127e

Observation 79a68a6e-5875-435e-90c7-6c4b843fda0e · outbound

This paper cites GPT-4 Technical Report.

Can Large Language Models Be Query Optimizer for Relational Databases? GPT-4 Technical Report

Reference 41

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source=pdf_text observed=2026-08-08T18:54:32.516116Z digest=sha256:bcb53ab57367cf896a9db2a4043f45b14fbe600dd8b679fc38428a725b175bc3

Observation c00577bb-1464-44f3-a770-bde799d9cfd3 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-08T18:54:32.521367Z digest=sha256:f5231bc90473af5d9fbc0568b25ff795c941042b1b6cc7b73fff775e95301f28

Observation 507cf28a-078e-4eae-94a9-a242ca576b22 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 43

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T18:54:32.531060Z digest=sha256:83186382a73c458ba6785f626e7eed0d3899a5bd3d8fc43575740c3870c6772a

Observation 4c0215d8-caa6-47df-9cfe-385bfd72baab · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 44

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T18:54:32.535694Z digest=sha256:7d6a19c15800c4b57ac74c011e3e692c5740d7dbaae9fe0ee8e0840b6d251187

Observation 32134bc1-a5f5-4113-85e4-bf554d72c61f · outbound

This paper cites Man- ning, Stefano Ermon, and Chelsea Finn.

Can Large Language Models Be Query Optimizer for Relational Databases? Man- ning, Stefano Ermon, and Chelsea Finn

Reference 45

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source=pdf_text observed=2026-08-08T18:54:32.540172Z digest=sha256:de71d47ce08b3a9dbd9ec3b01e4d58f6ba1f2d3baa8613f5c8a598a5c3eb2095

Observation 1bbb4839-7e48-43c8-8dec-91c1b11050ee · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Can Large Language Models Be Query Optimizer for Relational Databases? Code Llama: Open Foundation Models for Code

Reference 46

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source=pdf_text observed=2026-08-08T18:54:32.544552Z digest=sha256:da71e8deb6b5dd720706aa25d46c141383cc0f752daf9847347c9835703037a5

Observation 944cf8a6-3ddd-48cc-a89b-cdbb92b44d63 · outbound

This paper cites Selinger, Morton M.

Can Large Language Models Be Query Optimizer for Relational Databases? Selinger, Morton M

Reference 47

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source=pdf_text observed=2026-08-08T18:54:32.549364Z digest=sha256:cf7e29818cf507f3e56cdbab12c47afc35a39da43119fa706f75e726297a918f

Observation e17b96d2-8c74-41df-92c6-3a24be750ea0 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 48

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T18:54:32.554236Z digest=sha256:74f54562ac92bf0acbed8017245ba9281fa0959d484d55805e8b7d85ea8064c5

Observation 74ff1cd7-188f-40a2-889f-a7c0cf79da9d · outbound

This paper cites Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, and Paul F.

Can Large Language Models Be Query Optimizer for Relational Databases? Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, and Paul F

Reference 49

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raw_fallback, observed 2026-08-08T18:54:36.133464Z

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source=pdf_text observed=2026-08-08T18:54:32.558860Z digest=sha256:ba1814a958666abf9a15664140bf564815176af26a082d63e9a2dbac18af4395

Observation c19a9bc9-8167-4b12-9673-f64eca242057 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 50

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T18:54:32.563631Z digest=sha256:61672bf6226f99d35507d93fa26bfb576caf0f0ad0d4095193cab48fd98e7920

Observation 52236b28-7d65-4c3e-8ebb-3d3166fdc301 · outbound

This paper cites SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended).

Can Large Language Models Be Query Optimizer for Relational Databases? SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)

Reference 51

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source=pdf_text observed=2026-08-08T18:54:32.568313Z digest=sha256:4cfeb9c0fa80f0f1d19330450cbf761ac9e666b6ff12083d12ce7277e6b00b48

Observation d981f0c6-5379-4db4-8288-e940c7fd0075 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-08T18:54:32.573297Z digest=sha256:9e31401cd1694e4e6f22440a66cb5be02d26b7f27da0ca1da250e1b4b34189d3

Observation bbc5e567-e3c0-4759-8bb6-75499936dd8c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Can Large Language Models Be Query Optimizer for Relational Databases? LLaMA: Open and Efficient Foundation Language Models

Reference 53

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source=pdf_text observed=2026-08-08T18:54:32.577874Z digest=sha256:f3ede7780b31b3824542cea3669d2a26a3060b1f65073bd50cbd6ad756f9383e

Observation a5629d57-add1-4f0a-9b6a-a36423b1d151 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Can Large Language Models Be Query Optimizer for Relational Databases? Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 54

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source=pdf_text observed=2026-08-08T18:54:32.583411Z digest=sha256:3787be52c9ac486a5be576ba90e5517de04247b7d8e5f68148b338f864a1ef6b

Observation 5908efbc-75e8-4a92-931d-a93672176c05 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-08T18:54:32.588702Z digest=sha256:08aee027d6faa73526e48422cadc2a60f4568fd9fc33f6837909c35c1c55123c

Observation b14ac010-8f90-44ab-bb0b-b3a34d381f2d · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-08T18:54:32.593452Z digest=sha256:d934fe6ee167c1748c32c4ddd440ce11b82db94ad53af17027fd9bc730b8cb0b

Observation 7f5c934c-5eff-4852-8fdd-096c743cb7e5 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Can Large Language Models Be Query Optimizer for Relational Databases? Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 57

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raw_fallback, observed 2026-08-08T18:54:36.089137Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T18:54:32.599084Z digest=sha256:544e50522670d86440fb63e845b5c2960c9d46f6421b6dc0c379ea95cf76bd39

Observation bd59b583-bf88-46b2-bc3a-9049f66cd23c · outbound

This paper cites Smith, Iz Beltagy, and Hannaneh Hajishirzi.

Can Large Language Models Be Query Optimizer for Relational Databases? Smith, Iz Beltagy, and Hannaneh Hajishirzi

Reference 58

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raw_fallback, observed 2026-08-08T18:54:36.073697Z

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.

source=pdf_text observed=2026-08-08T18:54:32.604216Z digest=sha256:6267b5a20311e099037c1bd88677b704ab7c73a6f740e5535e46ccd6af0fb244

Observation b777c42a-eb0c-41bf-b46c-fa301b42a0bb · outbound

This paper cites Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M.

Can Large Language Models Be Query Optimizer for Relational Databases? Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M

Reference 59

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raw_fallback, observed 2026-08-08T18:54:36.059129Z

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.

source=pdf_text observed=2026-08-08T18:54:32.609145Z digest=sha256:ee606508766c68d757c63873d6259d1b9b0b84e21ac2fd2ae8a8c864ec69fd5e

Observation 57256646-85af-4c36-b159-7ce578cd8853 · outbound

This paper cites Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, and William Fedus.

Can Large Language Models Be Query Optimizer for Relational Databases? Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, and William Fedus

Reference 60

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T18:54:32.613966Z digest=sha256:1389b6e9ada720f7a1b5dfdbcbeb0f3b0a0f97a1105b9e110950aabe1b8e54f2

Observation a3c1f37f-f089-46fb-b136-d114e88675db · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-08T18:54:32.618766Z digest=sha256:f07866dc2d248c2fa10d66f511ecdb9bb0aa77c5869f80a9a6ca884f23e45705

Observation f100f88d-1560-473a-8282-573d265525f6 · outbound

This paper cites DB-GPT: Empowering Database Interactions with Private Large Language Models.

Can Large Language Models Be Query Optimizer for Relational Databases? DB-GPT: Empowering Database Interactions with Private Large Language Models

Reference 62

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source=pdf_text observed=2026-08-08T18:54:32.623625Z digest=sha256:9aadf8b13dc3bb0c00504fae0c98f7a795c43bf6019ddfca243cced1c5b98fd8

Observation 7f9f7111-7b95-490d-8a2d-4ad141c5d590 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 63

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arxiv_id_nonexistent, observed 2026-08-08T18:54:34.125164Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T18:54:32.628780Z digest=sha256:02dd761aeed92926ad773de214c9dfdacb9bd83ca237640d0b83a4bcb8776f9f

Observation 9d71604a-1218-4d83-85ee-7d719c5d3ee6 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 64

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arxiv_id_nonexistent, observed 2026-08-08T18:54:33.954564Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T18:54:32.633544Z digest=sha256:e47f73abadbed3279c983a73500c15ef4d15a84bdd2fd670816da992809e73dd

Observation 3681f9b6-f747-41eb-9b86-3f27359e27f7 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 65

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raw_fallback, observed 2026-08-08T18:54:36.028732Z

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.

source=pdf_text observed=2026-08-08T18:54:32.638298Z digest=sha256:02c0d43a3e32608b7141a7b9646e6555a98df3027a6e9b58ec4a8cb03914eb2c

Observation f3990689-9bc1-46c3-b353-d014eead8c06 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Can Large Language Models Be Query Optimizer for Relational Databases? OPT: Open Pre-trained Transformer Language Models

Reference 66

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source=pdf_text observed=2026-08-08T18:54:32.647584Z digest=sha256:f94edd36409314cf7f7914ceefc1159bced6429a7ac1c50d084bf78f2af3dcfa

Observation da9092a8-3538-4114-900c-3c6ba408de88 · outbound

This paper cites A Survey of Large Language Models.

Can Large Language Models Be Query Optimizer for Relational Databases? A Survey of Large Language Models

Reference 67

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source=pdf_text observed=2026-08-08T18:54:32.652516Z digest=sha256:66b5241302ed34fbd02099981eab78b214cc8e4a398cbdcee81129cdc678983a

Observation b74eb413-e494-4a90-a89b-6fde9e1ddad5 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 68

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arxiv_id_nonexistent, observed 2026-08-08T18:54:33.510259Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T18:54:32.657242Z digest=sha256:01b6804c183f3c01aa96f8396d197b1f1f5aa7a5077350ea817b2b381c9bdcd1

Observation 0af0cb7f-d430-46ea-bb28-b95e9da80165 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

Can Large Language Models Be Query Optimizer for Relational Databases? Fine-Tuning Language Models from Human Preferences

Reference 69

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source=pdf_text observed=2026-08-08T18:54:32.661877Z digest=sha256:6c7e70011aca6528a3a6fe2f7d582628c992ea21f1011de5227f3a86088c9b40

Observation 32953bff-ac00-465a-a44c-d01d34f755cc · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 1308

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arxiv_id_nonexistent, observed 2026-08-08T18:54:33.685539Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T18:54:32.643207Z digest=sha256:1d2ce0ff6ff1c99fe3f7d5638415f05c8778ab29558f7a7ad48a1829f5536f95

Observation 33ecc4f2-821b-4157-9108-65e16cfc42f9 · outbound

This paper cites an unresolved cited work.

Can Large Language Models Be Query Optimizer for Relational Databases? Unresolved cited work

Reference 2022

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raw_fallback, observed 2026-08-08T18:54:36.213475Z

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.

source=pdf_text observed=2026-08-08T18:54:32.526379Z digest=sha256:5011e52376378e90e1df910d954bd78dc6069d6105a6fbda95d518090b0fcf0c

Pith citing papers

Observation ca9c466b-2650-4bb1-a57c-dcaa0c412511 · inbound

A Survey of LLM $\times$ DATA cites this paper.

A Survey of LLM $\times$ DATA Can Large Language Models Be Query Optimizer for Relational Databases?

Reference 196

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:33:13.233316Z digest=sha256:3f4a41e7d7476c591195dac1e3608043bcfbae80b37a7ce47b0e37e2045d8991

Observation 1ceef13b-c2c2-4109-b1c6-140ce8fd9875 · inbound

Training-Free Query Optimization via LLM-Based Plan Similarity cites this paper.

Training-Free Query Optimization via LLM-Based Plan Similarity Can Large Language Models Be Query Optimizer for Relational Databases?

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:03.481553Z digest=sha256:89312d2f01b2c4a462db8aa554be6b6b9e5563f41790e8e2b7ae7ab2aa20e923

Observation 5efb3b6c-b5c4-42a0-86b8-e70968824cdf · inbound

SEFRQO: A Self-Evolving Fine-Tuned RAG-Based Query Optimizer cites this paper.

SEFRQO: A Self-Evolving Fine-Tuned RAG-Based Query Optimizer Can Large Language Models Be Query Optimizer for Relational Databases?

Reference 48

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no resolver link, observed 2026-08-05T16:56:41.243776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:56:41.243776Z digest=sha256:51cc66d9bb278117e2650d261eb14fd59368072752d38c9653cdf6aca5c57876

Observation 833ebd40-2adb-4216-b34b-e07e6a35bbed · inbound

PLOP: Cost-Based Placement of Semantic Operators in Hybrid Query Plans cites this paper.

PLOP: Cost-Based Placement of Semantic Operators in Hybrid Query Plans Can Large Language Models Be Query Optimizer for Relational Databases?

Reference 31

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arxiv_id, observed 2026-05-11T10:01:03.524518Z

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.

source=pdf_text observed=2026-05-10T15:41:16.899844Z digest=sha256:64a34271fbe011c94cf224ef4ca2559371cef8aa6b3a2f23093cebb44de9f596

Observation 37198eb7-49e9-4fe5-9efb-3e8e3a946357 · inbound

ReSequel: Robust LLM-assisted Query Rewriting and Optimization using Templatization and Sampling cites this paper.

ReSequel: Robust LLM-assisted Query Rewriting and Optimization using Templatization and Sampling Can Large Language Models Be Query Optimizer for Relational Databases?

Reference 94

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arxiv_id, observed 2026-07-04T05:59:38.385124Z

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.

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ReSequel: Robust LLM-assisted Query Rewriting and Optimization using Templatization and Sampling cites this paper.

ReSequel: Robust LLM-assisted Query Rewriting and Optimization using Templatization and Sampling Can Large Language Models Be Query Optimizer for Relational Databases?

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