Paper Citation Record · LEDGER

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

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2307.01379.

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

pith.paper-citation-record.v1
2307.01379 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:03:01.099092Z

measured 1 of 1 external citation measurements

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

10
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 dd16b2f1-2126-47f9-b12c-6d53a99b858f · inbound

Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs cites this paper.

Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:52:02.501887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6d50325f-f885-45b8-935b-f1d4a89fa3e9 · inbound

Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models cites this paper.

Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.086769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 734abc0c-ba19-40c0-b1bc-c03349f051dc · inbound

Label-Confidence-Aware Uncertainty Estimation in Natural Language Generation cites this paper.

Label-Confidence-Aware Uncertainty Estimation in Natural Language Generation Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:01.099092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eab0e904-d556-418a-b566-2bda9e1da835 · inbound

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home cites this paper.

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T16:49:52.133915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f9b369e-8893-41ff-94eb-9e1eaac0c464 · inbound

Towards Harmonized Uncertainty Estimation for Large Language Models cites this paper.

Towards Harmonized Uncertainty Estimation for Large Language Models Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:25:22.356839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62779d67-bb7b-47c7-90bc-2309a2ae4625 · inbound

Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA cites this paper.

Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:44:24.062858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 540fb786-875d-4a38-9e86-13a7ac9aa051 · inbound

LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generations cites this paper.

LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generations Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-19T12:47:17.951004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2f589a91-c513-4b48-b467-3bc98b99304c · inbound

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs cites this paper.

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:34:03.629213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78c7e96b-304c-4585-ac32-2a6ed692f78a · inbound

Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity cites this paper.

Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:01.123599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b3ae1cf-8541-465a-8408-2bedc6680d2a · inbound

ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation cites this paper.

ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:45.062385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71725e05-6d86-4712-b327-e41ce82ffb4c · inbound

From Calibration to Collaboration: LLM Uncertainty Quantification Should Be More Human-Centered cites this paper.

From Calibration to Collaboration: LLM Uncertainty Quantification Should Be More Human-Centered Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:38:25.328625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 452edcf4-1187-45ff-855c-e0df48949e59 · inbound

Maximally-Informative Retrieval for State Space Model Generation cites this paper.

Maximally-Informative Retrieval for State Space Model Generation Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:44.904193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c66f828-54b4-4c5a-a14c-57f87c4b893b · inbound

SGIC: A Self-Guided Iterative Calibration Framework for RAG cites this paper.

SGIC: A Self-Guided Iterative Calibration Framework for RAG Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:52:42.029563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d19356-b096-4950-aaf1-8071567a1dc9 · inbound

Toward Better Generalisation in Uncertainty Estimators: Leveraging Data-Agnostic Features cites this paper.

Toward Better Generalisation in Uncertainty Estimators: Leveraging Data-Agnostic Features Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:02.628481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0563305f-2a98-4a69-a9ba-f3a22465b3f1 · inbound

Cleanse: Uncertainty Estimation Approach Using Clustering-based Semantic Consistency in LLMs cites this paper.

Cleanse: Uncertainty Estimation Approach Using Clustering-based Semantic Consistency in LLMs Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:02.587533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Confidence Estimation for Text-to-SQL in Large Language Models cites this paper.

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

Unavailable: canonical work link unavailable.

Observation 4d49d178-842a-48ca-a33d-fe9448477e12 · inbound

Cross-Layer Attention Probing for Fine-Grained Hallucination Detection cites this paper.

Cross-Layer Attention Probing for Fine-Grained Hallucination Detection Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T10:18:02.896356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5acd9ca-513b-497d-8a3e-0bbea4845c15 · inbound

LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy cites this paper.

LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:11:09.104903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 935b364f-5a13-4964-b3bc-8fe389592c2f · inbound

LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy cites this paper.

LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:15:46.015968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 199f5dc7-7fbc-4164-bec0-2e1859f0e593 · inbound

Proper Scoring Rules for Agentic Uncertainty Quantification cites this paper.

Proper Scoring Rules for Agentic Uncertainty Quantification Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:04:40.119152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ddc440b2-d25d-4a5a-a7c6-aa842b0b0088 · inbound

Boosting Self-Consistency with Ranking cites this paper.

Boosting Self-Consistency with Ranking Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 197

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T06:51:44.330953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 47634adb-789f-4248-bf71-4a9fb18c4e70 · inbound

Strategic Decision Support for AI Agents cites this paper.

Strategic Decision Support for AI Agents Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:37:56.481940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6779355f-5352-4479-bf75-88c0e27be633 · inbound

Consilience for Verifier-Free Test-Time Scaling cites this paper.

Consilience for Verifier-Free Test-Time Scaling Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T04:48:30.546285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.