Paper Citation Record · LEDGER

Local Brushstroke Quality Assessment via Vision-Language Feedback

As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.16330.

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

pith.paper-citation-record.v1
2607.16330 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T02:38:28.630170Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ba6d3d88-ec75-44f6-8d9f-8f10ccf746c7 · outbound

This paper cites Economic Census for Business Activity 2012.

Local Brushstroke Quality Assessment via Vision-Language Feedback Economic Census for Business Activity 2012

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:26.977120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aff0564-018e-47ea-9c0d-306748065493 · outbound

This paper cites Economic Census for Business Activity 2016.

Local Brushstroke Quality Assessment via Vision-Language Feedback Economic Census for Business Activity 2016

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.038526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61a6fd46-dff7-4453-aa80-b151fa35943b · outbound

This paper cites Economic Census for Business Activity 2021.

Local Brushstroke Quality Assessment via Vision-Language Feedback Economic Census for Business Activity 2021

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.128272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5732a6a6-7ac4-4679-b219-c081dea497d7 · outbound

This paper cites Aesthetic Evalu- ation of Chinese Calligraphy Using TabNet: Interpretability and Novel Features for Improved Accuracy,.

Local Brushstroke Quality Assessment via Vision-Language Feedback Aesthetic Evalu- ation of Chinese Calligraphy Using TabNet: Interpretability and Novel Features for Improved Accuracy,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.217746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a67c15c0-7104-416e-acdc-96a4ea092e02 · outbound

This paper cites Evaluating Brush Move- ments for Chinese Calligraphy: A Computer Vision Based Approach,.

Local Brushstroke Quality Assessment via Vision-Language Feedback Evaluating Brush Move- ments for Chinese Calligraphy: A Computer Vision Based Approach,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.340173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea7e8517-0ff2-4f93-a89b-65c5a38f602f · outbound

This paper cites Aesthetic Judgment in Calli- graphic Tracing: The Dominant Role of Dynamic Features,.

Local Brushstroke Quality Assessment via Vision-Language Feedback Aesthetic Judgment in Calli- graphic Tracing: The Dominant Role of Dynamic Features,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.433873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0eb61d5-f64a-41cc-9a62-6c4017a04c9d · outbound

This paper cites Intelligent Evaluation Method of Cal- ligraphy Characters Based on Deep Stroke Extraction,.

Local Brushstroke Quality Assessment via Vision-Language Feedback Intelligent Evaluation Method of Cal- ligraphy Characters Based on Deep Stroke Extraction,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.520997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a0b33e7-16a6-401a-a8d4-ba7e6df44c48 · outbound

This paper cites GPT-4o System Card.

Local Brushstroke Quality Assessment via Vision-Language Feedback GPT-4o System Card

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.629269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aa4cfdf-d0a0-4ec7-a8fb-418ab7052ca0 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Local Brushstroke Quality Assessment via Vision-Language Feedback Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.680770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cf181d0-81f0-4477-a6de-18cb8251ee59 · outbound

This paper cites System Card: Claude Opus 4 & Claude Son- net 4,.

Local Brushstroke Quality Assessment via Vision-Language Feedback System Card: Claude Opus 4 & Claude Son- net 4,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.772625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 037ad137-2992-42d4-8c12-324ff3cb47cc · outbound

This paper cites GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks.

Local Brushstroke Quality Assessment via Vision-Language Feedback GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.822008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0015279-5fa7-48d1-8e9f-1683a54c1587 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena,.

Local Brushstroke Quality Assessment via Vision-Language Feedback Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.905291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00578eff-1f2e-4683-b386-7a9b962d37ca · outbound

This paper cites Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge.

Local Brushstroke Quality Assessment via Vision-Language Feedback Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:27.997380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca444152-43f6-4c93-b5ec-66eef16a182d · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks,.

Local Brushstroke Quality Assessment via Vision-Language Feedback Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:28.104329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9a23a85-7282-4f36-be6f-7d5debae5ba1 · outbound

This paper cites Cal- liReader: Contextualizing Chinese Calligraphy via an Embedding-Aligned Vision-Language Model,.

Local Brushstroke Quality Assessment via Vision-Language Feedback Cal- liReader: Contextualizing Chinese Calligraphy via an Embedding-Aligned Vision-Language Model,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:28.254068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c60d9f-8772-4900-bb28-817459ccad72 · outbound

This paper cites An Automated Essay Scoring Systems: A Systematic Literature Review,.

Local Brushstroke Quality Assessment via Vision-Language Feedback An Automated Essay Scoring Systems: A Systematic Literature Review,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:28.421875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a02b7f5-7703-4797-9ffd-be718777ec9a · outbound

This paper cites A Survey on Deep Learning-Based Automated Essay Scoring and Feed- back Generation,.

Local Brushstroke Quality Assessment via Vision-Language Feedback A Survey on Deep Learning-Based Automated Essay Scoring and Feed- back Generation,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:28.534915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b2927f3-6d43-4e89-b705-837c573d8b10 · outbound

This paper cites A Decade of Action Quality Assessment: Largest Systematic Survey of Trends, Challenges, and Future Directions,.

Local Brushstroke Quality Assessment via Vision-Language Feedback A Decade of Action Quality Assessment: Largest Systematic Survey of Trends, Challenges, and Future Directions,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T02:38:28.630170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.