Paper Citation Record · LEDGER

Confidence Estimation for Text-to-SQL in Large Language Models

As of 12 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 2 inbound Pith citation observations for arXiv:2508.14056.

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

pith.paper-citation-record.v1
2508.14056 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:36:21.722521Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:28:37.503649Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T11:39:48.750122Z

Reference resolution

49 of 49 outbound references displayed

verified exact1
verified fuzzy3
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 935aeca9-25b5-4550-9d8a-776ed54b8470 · outbound

This paper cites The Internal State of an LLM Knows When It's Lying.

Confidence Estimation for Text-to-SQL in Large Language Models The Internal State of an LLM Knows When It's Lying

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.544240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52bff9d0-226f-42b0-92c6-23d583ce7a05 · outbound

This paper cites Cycles of Thought: Measuring LLM Confidence through Stable Explanations.

Confidence Estimation for Text-to-SQL in Large Language Models Cycles of Thought: Measuring LLM Confidence through Stable Explanations

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.548590Z

Source-reported events for the cited work

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Observation d80cf277-550a-4834-a3c0-1042e5bfab2e · outbound

This paper cites D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al.

Confidence Estimation for Text-to-SQL in Large Language Models D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.554759Z

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Observation 84c2b9f0-f64a-4684-ae36-b466f4cf9995 · outbound

This paper cites LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations.

Confidence Estimation for Text-to-SQL in Large Language Models LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.558570Z

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Observation 0b114c82-1bce-4998-b4ef-adc63e53557d · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.295951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 724dfc6d-cbe9-49b8-ac3f-5ff3d9cf3c07 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Confidence Estimation for Text-to-SQL in Large Language Models Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.566474Z

Source-reported events for the cited work

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Observation e548d26f-e763-47c2-ae8d-1012739e5e66 · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Confidence Estimation for Text-to-SQL in Large Language Models PaLM: Scaling Language Modeling with Pathways

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.570862Z

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Observation dc671128-3a88-4468-9d65-572291c410b4 · outbound

This paper cites M.; Srisuwananukorn, A.; Karpeyev, D.; Ramesh, S.; Kochanny, S.; Cody, B.; Mansfield, A.

Confidence Estimation for Text-to-SQL in Large Language Models M.; Srisuwananukorn, A.; Karpeyev, D.; Ramesh, S.; Kochanny, S.; Cody, B.; Mansfield, A

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:36:22.284917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ee5d6bce-e78f-4403-aee8-e68ab1303ec4 · outbound

This paper cites C3: Zero-shot Text-to-SQL with ChatGPT.

Confidence Estimation for Text-to-SQL in Large Language Models C3: Zero-shot Text-to-SQL with ChatGPT

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.578300Z

Source-reported events for the cited work

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Observation 4d549d17-df36-46a1-b89b-54101a1fe5cd · outbound

This paper cites Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models.

Confidence Estimation for Text-to-SQL in Large Language Models Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.582030Z

Source-reported events for the cited work

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Observation 8b792ba3-1aa8-4682-85a2-21bede020767 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.273628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 262b475c-7cd7-49d9-8531-4c5539ad8ed6 · outbound

This paper cites Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation.

Confidence Estimation for Text-to-SQL in Large Language Models Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.588779Z

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Observation d16a3371-471d-4aee-8a4d-a1e704bbdba8 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.262540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 35c68d95-f1b2-4430-9128-89c231a569c8 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.251500Z

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Observation 6c72bb4c-3c7b-4edf-a9b2-50fb05ed5602 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.599229Z

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Observation a8cacf38-df80-4deb-9b40-bb4baa4fc4eb · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Confidence Estimation for Text-to-SQL in Large Language Models DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.603221Z

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Observation 0ab526d8-41e9-4608-8bec-c62084208a58 · outbound

This paper cites Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation.

Confidence Estimation for Text-to-SQL in Large Language Models Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.606923Z

Source-reported events for the cited work

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Observation 31ccda02-1b53-41c0-84f2-5b90725bf1fd · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

Confidence Estimation for Text-to-SQL in Large Language Models A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.610758Z

Source-reported events for the cited work

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Observation c10d5dda-f7ac-43e2-a2b4-7efd07fc44ed · outbound

This paper cites Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models.

Confidence Estimation for Text-to-SQL in Large Language Models Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.614672Z

Source-reported events for the cited work

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Observation 9604c367-da84-4c66-95e4-af824d0f98d1 · outbound

This paper cites Language Models (Mostly) Know What They Know.

Confidence Estimation for Text-to-SQL in Large Language Models Language Models (Mostly) Know What They Know

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.618432Z

Source-reported events for the cited work

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Observation 03bf5a5f-c539-4115-bdd3-dc56065e5250 · outbound

This paper cites S.; Reid, M.; Matsuo, Y.; and Iwasawa, Y.

Confidence Estimation for Text-to-SQL in Large Language Models S.; Reid, M.; Matsuo, Y.; and Iwasawa, Y

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.622043Z

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Observation 97cc85e6-661a-44c1-a55d-2fd4b6a87be8 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.226116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e6a1e1ab-69f5-44c6-8d1b-80e8b61ea4f8 · outbound

This paper cites TrustSQL: Benchmarking Text-to-SQL Reliability with Penalty-Based Scoring.

Confidence Estimation for Text-to-SQL in Large Language Models TrustSQL: Benchmarking Text-to-SQL Reliability with Penalty-Based Scoring

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:36:21.960556Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation af2c1ed0-867b-4317-9591-218b197c2606 · outbound

This paper cites Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.

Confidence Estimation for Text-to-SQL in Large Language Models Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.632677Z

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Observation 511392ae-04b7-4dfe-b0f7-dc4948b264b6 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.215133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5b9837a9-5e7f-4203-acb0-8595d58aa8d7 · outbound

This paper cites Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks.

Confidence Estimation for Text-to-SQL in Large Language Models Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.639604Z

Source-reported events for the cited work

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Observation c21cb492-4d30-4d8a-9623-64da3611b719 · outbound

This paper cites Teaching Models to Express Their Uncertainty in Words.

Confidence Estimation for Text-to-SQL in Large Language Models Teaching Models to Express Their Uncertainty in Words

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.643840Z

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Observation 366c11e1-6cef-406c-81dd-945406f3dcd6 · outbound

This paper cites Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models.

Confidence Estimation for Text-to-SQL in Large Language Models Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.647475Z

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Observation 2b6a0166-acf4-406f-a9d4-612bdb87ba99 · outbound

This paper cites S.; Wang, Y.; and Zhang, L.

Confidence Estimation for Text-to-SQL in Large Language Models S.; Wang, Y.; and Zhang, L

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:36:22.204520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9f7ff714-d1c8-4f7c-b771-246e065b951e · outbound

This paper cites SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models.

Confidence Estimation for Text-to-SQL in Large Language Models SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.654613Z

Source-reported events for the cited work

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Observation af7e04a6-e053-4c2a-8cfe-3eb353ede436 · outbound

This paper cites DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction.

Confidence Estimation for Text-to-SQL in Large Language Models DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.658545Z

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Observation d1fcd107-6815-47b9-a4b6-7596f5af3af5 · outbound

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

Confidence Estimation for Text-to-SQL in Large Language Models Evaluating the Text-to-SQL Capabilities of Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.662011Z

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Observation 2692de6f-4d1f-446d-b4e8-62fc7c3f2a11 · outbound

This paper cites Text-to-SQL Calibration: No Need to Ask -- Just Rescale Model Probabilities.

Confidence Estimation for Text-to-SQL in Large Language Models Text-to-SQL Calibration: No Need to Ask -- Just Rescale Model Probabilities

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.665580Z

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Observation 1afb6cb3-d7c0-4855-b0ca-717ddd11f060 · outbound

This paper cites Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation.

Confidence Estimation for Text-to-SQL in Large Language Models Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.669186Z

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Observation 6d534a76-38dc-4d37-afca-9fde2659ccd9 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.193585Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1602ab7e-70ed-408a-9830-1584248ef249 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.181641Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 91948bd0-36cb-4ac9-9a6f-364a4cbefdbb · outbound

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

Confidence Estimation for Text-to-SQL in Large Language Models SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.679461Z

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Observation 34d9cc2b-336c-47ea-8eee-69d0cff15fcd · outbound

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

Confidence Estimation for Text-to-SQL in Large Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.682861Z

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Observation 17829d8e-a88d-42cf-baf4-3f8a56b2a53e · outbound

This paper cites RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers.

Confidence Estimation for Text-to-SQL in Large Language Models RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.686420Z

Source-reported events for the cited work

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Observation f1660036-76cc-4271-8b5e-42f1b8e38f4d · outbound

This paper cites Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity.

Confidence Estimation for Text-to-SQL in Large Language Models Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.690047Z

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Observation 9fd7dc6b-9e4e-4882-a8de-734b034b6ccf · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.170411Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 42639198-1e35-43a1-9f02-521340ce92f9 · outbound

This paper cites V.; Zhou, D.; et al.

Confidence Estimation for Text-to-SQL in Large Language Models V.; Zhou, D.; et al

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:36:22.158773Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 38649b66-3068-4144-84fd-83c26c0f3942 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.146292Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation aa5c5b3d-7cf9-4c85-9fbe-4cc137978aec · outbound

This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.

Confidence Estimation for Text-to-SQL in Large Language Models Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.703947Z

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Observation 3e273355-81e9-406b-adb8-2e21b8399c35 · outbound

This paper cites an unresolved cited work.

Confidence Estimation for Text-to-SQL in Large Language Models Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:36:22.134680Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dc5ea525-c53c-4c56-a7bb-9062f6670eef · outbound

This paper cites Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL.

Confidence Estimation for Text-to-SQL in Large Language Models Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.711059Z

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Observation 0a4e771f-6621-4b29-938b-35ff28eeb648 · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

Confidence Estimation for Text-to-SQL in Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.714566Z

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Observation 6bce70f8-1d6c-49dd-8a7d-4684cd91fa31 · outbound

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Confidence Estimation for Text-to-SQL in Large Language Models , " * write output.state after.block = add.period write newline

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.718035Z

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Observation ea7183c8-2d51-4528-ba97-06d52ff457ab · outbound

This paper cites write newline.

Confidence Estimation for Text-to-SQL in Large Language Models write newline

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.722521Z

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Pith citing papers

Observation afbb2687-8a48-4584-b75b-6713bac326e2 · inbound

Dual-Phase Playtime-guided Recommendation: Interest Intensity Exploration and Multimodal Random Walks cites this paper.

Dual-Phase Playtime-guided Recommendation: Interest Intensity Exploration and Multimodal Random Walks Confidence Estimation for Text-to-SQL in Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T22:28:37.503649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08d75eef-01c7-4184-aee9-ed7227102f7c · inbound

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning cites this paper.

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning Confidence Estimation for Text-to-SQL in Large Language Models

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:39:48.753908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.