Paper Citation Record · LEDGER

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction

As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2504.17671.

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

pith.paper-citation-record.v1
2504.17671 v3

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:39:35.840945Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

verified exact1
verified fuzzy1
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ed70cd87-7350-4a6e-a124-c61bc9af495e · outbound

This paper cites PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.787142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4713591-a4ae-4560-b8de-25956d29ae11 · outbound

This paper cites VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.800409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4541d052-7328-4709-a219-69801d7f493b · outbound

This paper cites The lighthouse of language: Enhancing llm agents via critique-guided improvement.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction The lighthouse of language: Enhancing llm agents via critique-guided improvement

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.810229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7113abbc-4fef-4376-b929-14b666381481 · outbound

This paper cites Evaluating Object Hallucination in Large Vision-Language Models.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction Evaluating Object Hallucination in Large Vision-Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.818575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a57d53f3-1c4f-4d1c-a6f7-4a1e20329efe · outbound

This paper cites Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:39:35.924801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1f5e3ec3-f6f4-402f-9d05-180df33a9eab · outbound

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

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.825449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 348c8380-25e7-45d8-8386-91caf387d2d9 · outbound

This paper cites Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.829194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c35d100-4e65-4624-9e18-8068c33dc66c · outbound

This paper cites LoGU: Long-form Generation with Uncertainty Expressions.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction LoGU: Long-form Generation with Uncertainty Expressions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.832859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 055abf91-c527-49b0-97a7-f3bd3bc60223 · outbound

This paper cites Conu: Conformal uncertainty in large language models with correctness coverage guarantees.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction Conu: Conformal uncertainty in large language models with correctness coverage guarantees

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:39:36.139702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 93a42237-22ef-4e76-a038-2d4bf539c082 · outbound

This paper cites SConU: Selective Conformal Uncertainty in Large Language Models.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction SConU: Selective Conformal Uncertainty in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.840945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 710a1113-14b9-4804-a543-092724639d85 · outbound

This paper cites A Survey of Hallucination in Large Foundation Models.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction A Survey of Hallucination in Large Foundation Models

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.813994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d517609d-aa0a-44b4-9e29-c2fefe382c9b · outbound

This paper cites SPOT! Revisiting Video-Language Models for Event Understanding.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction SPOT! Revisiting Video-Language Models for Event Understanding

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.805366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0006cd5a-f01a-42fd-b7d9-4c1fca915a6c · outbound

This paper cites Uncertainty-Aware Evaluation for Vision-Language Models.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction Uncertainty-Aware Evaluation for Vision-Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.796409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64121254-313d-41a4-8f1e-495e57166524 · outbound

This paper cites LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering.

Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:35.791572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.