Paper Citation Record · LEDGER

Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2307.10236.

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

pith.paper-citation-record.v1
2307.10236 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 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 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:10:44.884480Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T18:08:46.635429Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 04ce6625-c5ca-406c-8ae8-a880fa4b2be6 · inbound

Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR cites this paper.

Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-22T20:32:04.647581Z

Source-reported events for the cited work

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

Observation 912e6fa5-4b63-4d10-a79b-15e3f1ec704c · inbound

Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG cites this paper.

Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:50:39.165790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17d49396-5d55-4116-ab29-06355a8eb962 · inbound

Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs cites this paper.

Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:05.183520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d542e00c-9b25-4a32-b4d7-fc025e8ed3db · inbound

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

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:34:04.092510Z

Source-reported events for the cited work

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Observation 28f84359-f68c-4e41-9021-fb91d2fd62d0 · inbound

Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution's Characteristics cites this paper.

Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution's Characteristics Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:07:28.528388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ad12f7-8bf7-4960-95b9-1f84ea729238 · 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 Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:56:44.964444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94a0b584-6497-4576-a02a-ad089982c8f3 · inbound

Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes cites this paper.

Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:14.313733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e92d247-b511-49e5-8697-b48d91bde039 · inbound

Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations cites this paper.

Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:45.835103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8509ddc4-7e3f-46b0-81f3-93994956695f · inbound

TRUST: Test-time Resource Utilization for Superior Trustworthiness cites this paper.

TRUST: Test-time Resource Utilization for Superior Trustworthiness Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T06:07:08.144917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2de1bfea-dff1-45d1-be5d-ec1373a574f2 · inbound

WebSailor: Navigating Super-human Reasoning for Web Agent cites this paper.

WebSailor: Navigating Super-human Reasoning for Web Agent Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-17T15:37:09.646082Z

Source-reported events for the cited work

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

Observation e8f4b193-3d06-4809-833f-c1f35ce37c68 · inbound

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

Toward Better Generalisation in Uncertainty Estimators: Leveraging Data-Agnostic Features Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:02.991407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4627834b-dcba-4186-bdec-8c6f045205fe · inbound

Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots cites this paper.

Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T15:02:25.438745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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

Unavailable: canonical work link unavailable.

Observation c4be402b-50d1-4e14-a95d-45d5e84071d3 · inbound

Can Multiple Responses from an LLM Reveal the Sources of Its Uncertainty? cites this paper.

Can Multiple Responses from an LLM Reveal the Sources of Its Uncertainty? Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T14:34:33.108971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d51c7d5-ae77-44e2-81ab-67c99bb17bdb · inbound

Neural Message-Passing on Attention Graphs for Hallucination Detection cites this paper.

Neural Message-Passing on Attention Graphs for Hallucination Detection Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T13:52:09.125465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5e5bab8-0f45-4cbc-b79b-b6f0d9d0cdaa · inbound

Robometer: Scaling General-Purpose Robotic Reward Models via Trajectory Comparisons cites this paper.

Robometer: Scaling General-Purpose Robotic Reward Models via Trajectory Comparisons Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 135

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:00:12.654671Z

Source-reported events for the cited work

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

Observation 2f02c018-2875-4c24-a5e5-4ac2f5420c11 · inbound

Context Collapse: Barriers to Adoption for Generative AI in Workplace Settings cites this paper.

Context Collapse: Barriers to Adoption for Generative AI in Workplace Settings Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:35:52.626262Z

Source-reported events for the cited work

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

Observation 059fdd2b-d15a-48aa-8081-7743fdbbdb19 · inbound

Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning cites this paper.

Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:25:58.665662Z

Source-reported events for the cited work

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

Observation af56679e-e846-44ab-b471-5b935ea7a7e7 · inbound

Learning Uncertainty from Sequential Internal Dispersion in Large Language Models cites this paper.

Learning Uncertainty from Sequential Internal Dispersion in Large Language Models Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:48:02.443497Z

Source-reported events for the cited work

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

Observation 5af0c885-79f7-496c-8cda-771cc62f48a1 · inbound

Temporal Difference Calibration in Sequential Tasks: Application to Vision-Language-Action Models cites this paper.

Temporal Difference Calibration in Sequential Tasks: Application to Vision-Language-Action Models Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:51:03.364892Z

Source-reported events for the cited work

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

Observation 55461839-1c00-4185-a985-8a35556bab5b · inbound

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

LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:11:09.088849Z

Source-reported events for the cited work

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

Observation 421a65a4-8441-4e51-9d2d-4ca75d8643c0 · inbound

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

LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:15:46.007360Z

Source-reported events for the cited work

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

Observation 1c2e9598-9e4a-4827-9ff7-6154ca08132c · inbound

BackFlush: Knowledge-Free Backdoor Detection and Elimination with Watermark Preservation in Large Language Models cites this paper.

BackFlush: Knowledge-Free Backdoor Detection and Elimination with Watermark Preservation in Large Language Models Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:02:58.950282Z

Source-reported events for the cited work

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

Observation b33281b2-b7f2-4022-a514-287aa102cfde · inbound

Look-Closer-Then-Diagnose: Confidence-Aware Ultrasound VQA via Active Zooming cites this paper.

Look-Closer-Then-Diagnose: Confidence-Aware Ultrasound VQA via Active Zooming Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T09:14:45.421169Z

Source-reported events for the cited work

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

Observation 88a04825-f6ac-45a1-8a0f-92b8eb30babd · inbound

Look-Closer-Then-Diagnose: Confidence-Aware Ultrasound VQA via Active Zooming cites this paper.

Look-Closer-Then-Diagnose: Confidence-Aware Ultrasound VQA via Active Zooming Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T16:54:58.773116Z

Source-reported events for the cited work

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

Observation 9175b8aa-0484-45f1-8a12-dd820e23d6d1 · inbound

MultiHaluDet: Multilingual Hallucination Detection via LLM Hidden State Probing cites this paper.

MultiHaluDet: Multilingual Hallucination Detection via LLM Hidden State Probing Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T12:34:38.667568Z

Source-reported events for the cited work

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

Observation 81b8b31d-b857-49d0-b3eb-435b291e0f35 · inbound

Entropy Distribution as a Fingerprint for Hallucinations in Generative Models cites this paper.

Entropy Distribution as a Fingerprint for Hallucinations in Generative Models Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.691322Z

Source-reported events for the cited work

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

Observation 83e58d2a-d1e9-492f-84ad-6cc08aeaebf8 · inbound

Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots cites this paper.

Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:26:46.219869Z

Source-reported events for the cited work

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

Observation caa66479-c02b-41e8-92a3-5e8caa048f64 · inbound

ConSteer-RL: Steering Reasoning Capabilities in Large Language Models via Confidence-Aware Reinforcement Learning cites this paper.

ConSteer-RL: Steering Reasoning Capabilities in Large Language Models via Confidence-Aware Reinforcement Learning Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T21:07:23.911497Z

Source-reported events for the cited work

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

Observation 7e6d11a9-b4e3-459f-876b-d040a43650e3 · inbound

Quantifying Consistency in LLM Logical Reasoning via Structural Uncertainty cites this paper.

Quantifying Consistency in LLM Logical Reasoning via Structural Uncertainty Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-03T18:08:46.637567Z

Source-reported events for the cited work

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

Observation 68dbbede-f71e-4aa9-89a7-9fe7717fcaf9 · inbound

The "I Don't Know" Filter: Enhancing Agentic Reliability in Function Calling cites this paper.

The "I Don't Know" Filter: Enhancing Agentic Reliability in Function Calling Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T22:10:22.729188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2804edd-e922-46dc-b696-e9411f01a820 · inbound

Hallucination Detection in Large Language Models Using Diversion Decoding cites this paper.

Hallucination Detection in Large Language Models Using Diversion Decoding Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T11:26:23.545785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31f5a8fb-221e-4974-af7b-cc7fbc308b06 · inbound

SAFECAST: Robust Failure Detection for VLA Policies with Contrast-Set Training and Calibration cites this paper.

SAFECAST: Robust Failure Detection for VLA Policies with Contrast-Set Training and Calibration Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T00:10:44.884480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.